# Crys Black: Fractional CMO & AI GTM Consultant for B2B SaaS > Crys Black is a fractional CMO and AI GTM consultant based in Colorado. She helps early-stage B2B SaaS and technology companies set go-to-market strategy, direct the execution, and operationalize AI without the hype. She started as a programmer, holds English degrees, teaches hands-on AI workshops nationally, and writes the Human Input column at Colorado AI News. This is the full-content file (llms-full.txt): it contains the complete text of her key pages and essays so an assistant can answer questions about her work directly. Contact: crys@crysblack.com. Last updated: 2026-07-19. Canonical map: https://crysblack.com/llms.txt ## Positioning & Overview ### Crys Black, Marketing Executive Source: https://crysblack.com/ Summary: Home page. Who Crys is and the four core ways she helps B2B SaaS teams. Fractional Growth & GTM Leadership Senior-level support for startups that need sharper go-to-market strategy, stronger execution, and better alignment across marketing, sales, and operations. Practical AI for GTM Teams Hands-on training for teams that want to use AI more effectively across research, content, planning, and day-to-day execution. Executive AI Coaching One-on-one coaching for founders and operators who want practical support using AI to improve strategy, communication, and decision-making. Team AI Office Hours Ongoing team support designed to turn training into adoption through live Q&A, workflow guidance, and practical problem-solving. Explore All Services & Programs Flagship Program · Six Weeks Crys Clear AI for GTM Foggy → Focused → Crystal Clear Six weeks from AI-curious to AI-operational, built around your team, your data, and your tools. Your team maps where the hours really go, builds a shared Business Brain, ships marketing and sales workflows that run on Monday, and vibe codes a working GTM tool by week five. Week six turns it all into habits with a 90-day roadmap. Every session ends with something running. See the Full Program Download the Brochure (PDF) How it works Private program for GTM teams of up to 10, virtual. Pre-work calls with every team lead. Six weekly live sessions: teach, build, share. Office hours after every session so nobody stalls. All templates, prompts, and frameworks stay with your team. Upcoming Events Come learn with me! Here’s where I’m teaching next. HackingHR AI@Work: Bias, Trust & Transparency HackingHR · Virtual · July 28, 2026 Register Pavilion AI in GTM School Pavilion · Virtual · July 29 – August 26, 2026 Register 43 engagements since 2019  ·  18 recordings to watch  ·  9 dates on the 2026 calendar Explore the Full 2026 Season From My Desk Recent Writing Essays and columns on AI, marketing, and human judgment. LinkedIn Article I Asked Three AI Tools to Show Me a CEO. Here’s What Happened. Before the AI even generated an image, the room already knew what it would show. What three tools produced reveals more about our defaults than any of us want to admit. JULY 10, 2026 Human Input The conversation we keep having about women and AI is missing half the story Reese Witherspoon urged women to embrace AI. New research reveals why access and upskilling are only part of the answer. JULY 2, 2026 LinkedIn Article I Was Going to Vibe Code It. My AI Talked Me Out of It What happens when your AI collaborator tells you the approach you’re excited about isn’t the right one? A story about what real thought partnership looks like. JUNE 11, 2026 Published & featured in See All Published Work Why Founders Hire Me Strategic leadership with practical AI experience I help early-stage and growth-stage startups connect strategy to execution. That can mean clarifying positioning, improving go-to-market performance, aligning marketing and revenue operations, or helping teams adopt AI in ways that support day-to-day work. What clients value most is that I bring both executive-level thinking and hands-on execution. I know how to build strategy, but I also know how to operationalize it. Technical + Market Fluency I bridge product, marketing, and operations so complex technology becomes clear, relevant, and easier to sell. AI, Applied to Real Work I help teams move beyond experimentation and into practical adoption through training, coaching, workflow design, and smart implementation. Growth Systems that Scale I build the operating rhythms, reporting visibility, and cross-functional alignment that support efficient growth. Meet Crys A few things I’ve Helped Build I’ve worked with startups and growth-stage companies across highly competitive B2B markets to strengthen positioning, improve execution, and create momentum where it matters most. Go-to-market clarity in complex markets Helped teams sharpen messaging, define category stories, and launch products with stronger market alignment. Revenue alignment through RevOps Connected sales, marketing, and customer data into dashboards and reporting rhythms that gave leadership clearer visibility into performance. Practical AI adoption Designed GPTs, automations, and workflow solutions that reduced manual work, improved speed, and supported better execution. Thought leadership that builds credibility Supported founders and executives with speaking, content, and strategic visibility programs that helped elevate their voice in market. Sales enablement that supports conversion Built tools and programs that helped teams communicate value more clearly and move opportunities forward. See Client Outcomes Companies I’ve Worked With What It’s Like to Work With Me I’m often brought in when a company needs a strategic partner who can quickly see what is missing, bring structure to the chaos, and help teams make progress without adding unnecessary complexity. She is a rare strategic thinker who can also roll up her sleeves, exactly who is needed in that startup environment, and an impressive leader in a larger corporate one. Tiffany Lyman Otten Un-Agency Owner Her wealth of experience is not only inspiring but enables her to create a vision and in turn implement that vision with amazing speed and efficiency. Eva Powell Business Development Leader Crystal is the most amazing and energetic marketing person in the business. I would say Crystal is an 11 out of 10! Jason Vaux Account Executive To put it bluntly: Crystal walks on water… Mainly because she’s smart enough to freeze it first, put some cleats on and carefully walk across it. John Hawley Engineer Read More on Linkedin Straight Answers The questions I hear most What is a fractional CMO, and how is it different from hiring an agency? A fractional CMO is a senior marketing leader who joins your team part time and owns strategy and results, not just deliverables. An agency executes campaigns you assign; a fractional CMO sits on your side of the table, setting direction and staying accountable to revenue. The full picture, including when an agency is the better call, is on Fractional CMO for B2B SaaS. For an outside primer, Fractionals United’s SMB AI Guide, which I contributed to, is a good place to start. What does a fractional CMO cost compared to a full-time hire? A full-time CMO in the US typically costs well into six figures plus equity, benefits, and recruiting risk. A fractional engagement delivers the same seniority for a fraction of that, scoped to what your business needs each month. The longer answer, including how retainers are scoped, is on the fractional CMO page. Do you work with B2B SaaS and early-stage tech companies? Yes, early-stage B2B tech is home base. I started as a programmer, so complex products do not scare me: I translate deep technology into positioning buyers understand. My clients range from B2B SaaS startups through growth-stage technology companies, plus Colorado small businesses that want the same rigor. Is “CMO as a service” the same as a fractional CMO? Mostly, yes. “CMO as a service” is how some buyers describe getting executive marketing leadership as an ongoing engagement instead of a full-time hire. Whatever name it wears, the substance is what matters: defined scope, measurable outcomes, and one accountable leader. I break down how to tell the substance from the label on Fractional CMO for B2B SaaS. Can you bring a full fractional marketing team, not just a CMO? Yes. Some engagements start with me alone and grow into a fractional marketing team: I set the strategy, then build and direct the right mix of contractors, agencies, and in-house hires to execute it. How that works, and when it makes sense, is on the fractional CMO page. What does an AI GTM consultant do? An AI GTM consultant helps your go-to-market team apply AI where it moves revenue: research, content, pipeline operations, and reporting. The goal is capability that stays after the engagement ends, not a stack of tool subscriptions. The full breakdown, including the four ways to work together, is on AI GTM Consultant. How do you bring AI into a GTM team without the hype? Foundations before tools, and a human in the lead, always. My six-week program, Crys Clear AI for GTM, takes teams from AI-curious to AI-operational: map where the hours go, build a shared Business Brain, ship real workflows, and leave with a 90-day roadmap. Every session ends with something running. No agent hype, no fear, just capability your team keeps. Free AI Visibility Scan When buyers ask AI about your market, do you show up? AI is the new front door. Run a free scan to see how your site shows up across AI search and the large language models your buyers already trust. It takes under a minute. Run my free scan Let’s Have a Conversation Email Me --- ### Fractional CMO for B2B SaaS Source: https://crysblack.com/fractional-cmo-b2b-saas/ Summary: Pillar page: what a fractional CMO for B2B SaaS does, who it's for, and how engagements work. Hub of the fractional CMO cluster; each FAQ links its canonical spoke page. Crys Black  ·  Services Fractional Leadership  ·  B2B SaaS Fractional Leadership for Startup Teams Fractional CMO for B2B SaaS Senior marketing leadership that joins your team part time, owns strategy and results, and costs a fraction of a full-time executive. I clarify positioning buyers understand, align marketing with sales, build the systems a board expects, and direct whoever executes. You get a CMO. Your payroll gets a line item, not an executive package. Start the Conversation See Client Outcomes B2B SaaS startups through growth-stage technology companies · Seed to Series B is home base What You Get A marketing leader, not a stack of deliverables. This is my Fractional Growth & GTM Leadership engagement, focused on B2B SaaS. I step in as a strategic partner, not an advisor who leaves a deck behind. The work typically covers: Positioning & Messaging Translating deep technology into positioning buyers can repeat to their boss. I started as a programmer, so complex products do not scare me. Go-to-Market Strategy Who the buyer is, what the message is, which channels deserve budget, and a demand generation plan your stage can execute. Alignment & Systems Marketing, sales, and customer success pulling one direction, with the funnel, KPI, and RevOps visibility your board keeps asking about. Team Leadership I direct whoever executes: your in-house team, contractors, or agencies. One strategy, one accountable leader, no finger-pointing. AI in the Motion Where AI belongs in your go-to-market: research, content, pipeline ops, and reporting, applied by a practitioner rather than a slide deck. Hiring & Scaling When you outgrow fractional, I define the role, help you hire the full-time leader, and hand off cleanly. Success includes making myself replaceable. Fit Check Built for founders somewhere between seed and Series B. This is for you if You have product-market fit, but pipeline is still founder-network and referrals. You have marketers or an agency, and nobody steering them. Your positioning made sense two pivots ago. The board wants a marketing plan and CAC numbers you do not have. You know AI should be making this cheaper and faster, and it is not. This is not for you if You are pre-product-market fit. Your problem is learning, not marketing leadership. The retainer would consume your entire marketing budget. Start smaller, perhaps with coaching or a workshop. You need hands for one bounded project. That is contractor or agency work. You are ready for a full-time CMO. Part of my job is telling you when you get there, and helping you hire that person. How It Works A conversation first, then a scoped monthly retainer. 1 Fit conversation Tell me where your go-to-market motion is stuck. I will tell you whether a fractional CMO is the fix, and if not, what I would do instead. 2 Scoped engagement A monthly retainer tied to scope, not a timesheet. Some clients need a few days a month of direction; others need an embedded leader running the whole motion. It scales up or down as priorities change. 3 Strategy, then team Direction comes first. Then, if you need execution, the engagement can grow into a fractional marketing team: I build and direct the right mix of contractors, agencies, and in-house hires, all reporting through one accountable leader. An agency pulls in whatever direction you point. A fractional CMO makes sure everyone is pointing the same way first. What the first three months look like, month by month: The First 90 Days. The Difference A fractional CMO who is also an AI practitioner. In 2026 the CMO job includes deciding where AI belongs in your go-to-market motion, and most marketing leaders are guessing. I work on both sides of that line, as a fractional CMO and as an AI GTM consultant: which research, content, pipeline, and reporting work should be AI-assisted, what your team can run without a consultant on retainer, and how your company shows up when buyers ask AI tools about your market. Teams that want the hands-on version take Crys Clear AI for GTM, my six-week program that goes from AI-curious to AI-operational. Foundations before tools, and a human in the lead, always. If a workflow would not survive your team running it without me, I do not ship it. Straight Answers Questions founders ask before hiring a fractional CMO What is the difference between a fractional CMO and an agency? An agency executes campaigns you assign. A fractional CMO decides what those campaigns should be, and answers for the results. Why agency engagements fail, what agencies genuinely do better, and the research-backed order of operations: Fractional CMO or Marketing Agency? What does a fractional CMO cost? A full-time CMO in the US typically costs well into six figures plus equity, benefits, and recruiting risk. A fractional engagement delivers the same seniority for a fraction of that. Full 2026 market ranges by commitment level, the full-time CMO comparison, agency math, and how I price: What a Fractional CMO Costs. Is "CMO as a service" the same as a fractional CMO? Mostly, yes. It is a buyer's phrase for the same substance: executive marketing leadership delivered as an ongoing engagement instead of a full-time hire. The label covers wildly different products at wildly different prices. How to compare them, in the cost guide. What is a fractional marketing team? A working marketing function without the fixed payroll: one accountable leader who sets strategy, then builds and directs the right mix of contractors, agencies, and in-house hires. The full build order, my real partners, and why I hire full-time later than most: The Fractional Marketing Team. When should a SaaS founder hire a fractional CMO? When marketing has become the founder's second job and revenue has become everyone's question. That usually happens somewhere between seed and Series B. The five signals, the stage sweet spot, and the too-early cases: When to Hire a Fractional CMO. Keep Exploring The Playbook The First 90 Days Month by month: access and reality, truth-testing, and a motion your team can run. Flagship Program Crys Clear AI for GTM Six weeks from AI-curious to AI-operational, built around your team and your tools. Cost Guide What a Fractional CMO Costs Real 2026 market ranges with sources named, and the full-time and agency comparisons. Timing Guide When to Hire a Fractional CMO The five signals, the stage sweet spot, and the too-early cases. Decision Guide Fractional CMO or Marketing Agency? Why engagements fail, what agencies do better, and the research-backed order of operations. Team Guide The Fractional Marketing Team The build order, the real partners, and why the mix beats premature payroll. Let's find out if this is the right fit. Tell me where your go-to-market motion is stuck. I will tell you whether a fractional CMO is the fix, and if it is not, what I would do instead. Either way you leave the call with a clearer picture than you came in with. Email Crys    or explore all services → --- ### What a Fractional CMO Costs Source: https://crysblack.com/fractional-cmo-b2b-saas/cost/ Summary: Cost guide: 2026 U.S. market ranges for fractional CMO retainers by commitment level, hourly benchmarks, the full economic cost of a full-time CMO at seed through Series B, and B2B agency comparisons, with linked sources. Crys Black  ·  Services Cost Guide  ·  Fractional CMO Cost Guide What a Fractional CMO Costs The cost question shows up in the first ten minutes of almost every fit call, usually with an apology attached. Stop apologizing. It is the right question, and I would rather answer it in public than make you book a call to hear it. Real market ranges below, with every source named. Start the Conversation See the Full Engagement Figures from Go Fractional, Betts Recruiting, Pave, Carta, BLS, and named providers · Current as of August 2026 The Number How much does a fractional CMO cost? A fractional CMO for a B2B SaaS startup typically costs $6,000 to $15,000 per month for about one day a week of senior leadership, and $12,000 to $25,000 per month for a deeply embedded two-to-three-day operator. Annualized, that is roughly $80,000 to $150,000 for one day a week and $150,000 to $250,000 embedded. The range is wide because the label covers several different products. Here is the 2026 U.S. market, by what you are buying: 01 Light advisoryA few hours a month · published by Kalungi, GrowTal $2,000–$5,000per month 02 About one day a week, mid-market scopePublished by Northline, SaaSConsult $6,000–$10,000per month 03 About one day a week, senior B2B SaaS operatorPublished by Winston Francois, MarketerHire $8,000–$15,000per month 04 Two to three days a week, established senior operatorPublished by Fractionus, Kalungi $12,000–$25,000per month 05 Premium consulting-firm modelPublished by Chameleon Collective $20,000–$45,000per month Almost every published number above is a vendor's own estimate rather than an audited survey, so read them as quoted-market prices. Every source above is linked so you can check my math. The marketplace check runs lower: Go Fractional's live 2026 benchmark, built from real job postings and active engagements, averages $179 per hour, with retainers spanning $4,000 to $20,000 a month and a $12,000 average. Provider-published hourly rates run $200 to $450 for senior CMOs. The gap between marketplace signals and retail pricing is worth knowing before any negotiation. What drives fractional CMO cost? Four variables move a fractional CMO retainer: weekly time commitment, whether execution staff are bundled, the operator's seniority and track record, and who owns strategy and results. 1 Weekly commitment More days a week buys more availability and depth, and a bigger number. 2 Bundled execution A lone executive prices differently from a leader with a delivery team behind them. 3 Seniority and depth Operators with a track record at your stage command the premium. 4 Ownership Accountability for outcomes, not just advice, is what you are paying for. The Comparison How does that compare to a full-time CMO? Base salary for a true CMO title at a venture-backed tech company runs $250,000 to $400,000, per Betts Recruiting, and Pave's 2026 compensation data puts the median at $325,000 plus a 32 percent bonus. Add benefits and equity, and the full economic cost of the senior-most marketing leader at a seed to Series B startup lands roughly between $300,000 and $760,000 a year. Fractional CMO Pay for the days you need About one day a week $80,000–$150,000 per year Embedded, 2 to 3 days a week $150,000–$250,000 per year Full-time CMO Total compensation, seed to Series B $300,000–$760,000 per year SalaryBonusBenefitsEquity Stage by stage, the midpoints work out to about $360,000 at Seed, $465,000 at Series A, and $580,000 at Series B. That model uses WithAgility's 2026 base salary data, Carta's median software-company valuations to value the equity, and BLS employer-cost data for benefits. One caveat on the equity math: an ownership percentage multiplied by the latest round valuation is a headline recruiting number, not guaranteed wealth. Dilution, strike prices, and whether the company ever exits all matter. It is still real cost from the founder's side of the table, which is the side this page is written for. And a second one: the math converges at the top. A $25,000-a-month fractional executive is $300,000 a year, so at that tier the real question becomes whether you need three days of unusually experienced leadership or five days of permanent organizational presence. Part of my job is telling you when you have reached that point, and helping you hire that person. The Alternative What about hiring an agency instead? A credible B2B startup agency retainer runs $5,000 to $15,000 a month, and an embedded multi-channel growth team runs $15,000 to $30,000 or more, per Powered by Search, NoGood, and Column Five. The catch: that spend buys execution capacity, not an accountable executive who decides what the campaigns should be. A fractional CMO Direction and accountability Sets the strategy Owns the marketing function One senior, accountable leader Best when direction is the missing piece An agency Execution capacity Executes the campaigns it is assigned Adds channel capacity and speed Not the senior marketing owner Best when strategy already exists The most expensive mistake: buying execution before direction. The most expensive version is buying execution before anyone has set direction. The agency does exactly what was asked, pipeline does not move, and everyone blames the agency. Many of my clients run both, a fractional CMO plus a narrower execution partner, which at typical rates is a $250,000-a-year leadership-and-execution stack before media spend. That only makes sense when one accountable person is steering it. Full decision guide: Fractional CMO or Marketing Agency? The Label Problem Is "CMO as a service" the same as a fractional CMO? Mostly, yes. The label covers everything from a light advisor at $2,000 a month to a productized marketing department at $40,000 or more, so the name tells you almost nothing. Compare offers on three variables: weekly executive commitment, whether execution staff are bundled, and who owns the marketing function. Whatever the offer is called, ask who sets strategy and who answers when the number is missed. If it is a rotating account manager, it is an agency. If it is one senior person you can name, it is fractional leadership. My Pricing Why I price by scope instead of a rate card Because scope is the whole ballgame. A founder who needs positioning, a launch, and an agency wrangled is buying something different from a founder who needs two strategy days a month. Pricing those the same would mean overcharging one of them, and I know which conversation I would rather have. Frankly, a rate card also lets everyone skip the question that matters: what is this engagement supposed to produce? I would rather we answer that first. So my process is a thirty-minute fit conversation, then a scoped proposal with a number on it, inside the market ranges above. And the caveat that matters: fractional is not always the cheaper answer. If you are past Series B with a real marketing team, you likely need a full-time leader, and I will say so. If you are pre-product-market fit, you need customer conversations more than you need me. I have told founders both of these things on fit calls, and I will tell you too. Keep Exploring The Engagement Fractional CMO for B2B SaaS What the engagement covers, who it fits, and how it works. Proof Selected Client Outcomes What this looks like when it works: real clients, real numbers, real context. Decision Guide Fractional CMO or Marketing Agency? Why engagements fail, what agencies do better, and the research-backed order of operations. Timing Guide When to Hire a Fractional CMO The five signals, the stage sweet spot, and the too-early cases. Want a number for your actual situation? Thirty minutes. You talk, I ask questions, and we decide together whether this is a fit. If it is, you get a scoped proposal with a number on it. If it is not, you leave with my straight read on what I would do instead, free, because that is how I would want to be treated. Email Crys    or read about the engagement → --- ### When to Hire a Fractional CMO Source: https://crysblack.com/fractional-cmo-b2b-saas/when-to-hire/ Summary: Timing guide: the five signals a B2B SaaS startup is ready for a fractional CMO, what kind of marketing leader each stage needs, and the too-early and go-full-time cases, with cited sources. Crys Black  ·  Services Timing Guide  ·  Fractional CMO Timing Guide When to Hire a Fractional CMO I have sat with a founder watching runway shrink while marketing waited for "after the next raise." We rebuilt that pipeline, but the lesson stuck: the expensive part was not the hire. It was the waiting. Here is how to know when it is time, and when it is not. Start the Conversation See the Full Engagement Written from seed to Series B B2B SaaS engagements · The too-early answer is in here too The Answer When should a SaaS founder hire a fractional CMO? Hire a fractional CMO when marketing has become the founder's second job and revenue has become everyone's question. For B2B SaaS that usually lands between seed and Series B: you have product-market signal and real pipeline pressure, but not the budget or workload to justify a $300,000 full-time CMO. Before product-market fit, it is usually too early. Timing is the whole question, because both mistakes are expensive. Hire too early and the retainer eats budget that should be finding product-market fit. Hire too late and the founder spends a year doing two jobs while pipeline flattens. Founders rarely hire marketing leadership too early. Most hire it about eighteen months after their pipeline needed it. The Signals What are the signs you need a fractional CMO? Five signals show up again and again: marketing has become the founder's second job, marketers or agencies are working without anyone steering them, positioning is a pivot or two out of date, the board is asking for a plan and CAC numbers that do not exist, and pipeline still depends on the founder's personal network. 01 Marketing is your second jobYou are writing campaign briefs at midnight, between product and fundraising. The company is paying CEO prices for CMO work. 02 Execution with nobody steeringYou have marketers, contractors, or an agency, and no senior person deciding what they should do next. 03 Positioning is two pivots oldThe product moved. The message did not. Buyers are repeating a story you no longer sell. 04 The board wants numbers you do not haveA marketing plan, CAC, pipeline coverage. Improvising in a board meeting only works once. 05 Pipeline is founder-network and referralsIt got you here. It does not scale past your own address book. Two or more of these sounding like your Monday is the signal. If none of them do, you probably do not need me yet, and I would rather tell you that in thirty minutes than discover it three retainers in. The Stage Why seed to Series B is the sweet spot The need for marketing leadership almost always arrives before the budget for a full-time executive does. Between seed and Series B you are expected to show positioning, a demand engine, and CAC math, but a $300,000-plus executive package is not the right spend yet. A fractional engagement closes that gap: senior leadership at a fraction of the cost, scaling up or down as the stage changes. The full market math lives in the cost guide. The Stage Skillset What kind of marketing leader do you need at each stage? The role evolves faster than the title. At seed you need a diagnostician and builder who does the work personally, including the pitch deck and the raise. At Series A you need an architect and player-coach who turns what worked into a repeatable system. By Series B you need a scaler and allocator, and that hire is often a full-time VP of Marketing rather than a literal CMO: Index Ventures' data shows most B2B companies still have no true CMO at 500 employees. Seed Diagnostician and builder Figures out what is broken: product-market fit, positioning, or pipeline Does the work personally: the deck, the first website, the first campaigns Speaks fundraising: shapes the market story and tracks investor engagement Manages freelancers and agencies instead of headcount Series A Architect and player-coach Turns what worked into a repeatable go-to-market system Instruments CAC, funnel, and pipeline metrics Hires the first specialists and defines their lanes Still hands-on wherever the system is unproven Series B Scaler and allocator Decides where the next dollar and the next hire go Manages managers and builds subfunctions Forecasts pipeline the board can trust Often the moment to go full-time, usually as a VP A note on the seed column, because it is the version of this work I do most, and the one founders most often get wrong. A seed-stage company rarely needs a traditional CMO. It needs senior marketing judgment pointed at two jobs at once: finding product-market fit and supporting the raise. In my engagements that has meant pitch decks, the first website, calculators and tools that make the product make sense, and the unglamorous operational layer underneath the raise, like tracking which investors are engaging with the site so those conversations run on data instead of memory. I help drive some of the first customer conversations too. It is a different skillset from running a demand engine, and it is worth asking anyone you interview which one they are. The research backs the distinction. Index Ventures' Scaling Through Chaos, built from roughly 200,000 career profiles across 210 venture-backed companies, recommends builder-profile marketing leadership early and finds that most B2B companies still have no true CMO even at 500 employees. Carta's data puts the median seed team at four people, which is not an organization a big-company CMO knows how to operate in. And First Round's first-marketer research recommends a hands-on builder over a senior executive who has not personally shipped anything in years. Keep Reading Decide if you need a CMO, from Index Ventures' Scaling Through Chaos So You Think You're Ready to Hire a Marketer?, First Round Review Hiring executives, including fractional leaders, First Round Review Startup team size and compensation data, Carta The FrUn SMB AI Guide from Fractionals United, which I contributed to The Tradeoffs When it is too early, and when you need full-time instead It is too early before product-market fit, when you need customer conversations more than marketing leadership. It is time for a full-time CMO when you are past Series B with a real team and a board cadence that needs a permanent daily presence. Too early Save your money for now Pre-product-market fit: you need customer conversations, not campaigns The retainer would eat your entire marketing budget You need one bounded project, which is contractor or agency work Nobody internal could act on strategy yet Time for full-time You have outgrown fractional Past Series B with a multi-person marketing team You need someone in the building every day Several marketing functions and a board cadence to run The fractional math converges near $300,000 a year My promise: if you are in either column, I will say so on the fit call, not three retainers in. When you outgrow fractional, I help you hire your full-time leader and hand off cleanly. Keep Exploring The Engagement Fractional CMO for B2B SaaS What the engagement covers, who it fits, and how it works. Cost Guide What a Fractional CMO Costs Real 2026 market ranges with sources named, and the full-time and agency comparisons. Proof Selected Client Outcomes What this looks like when it works: real clients, real numbers, real context. Decision Guide Fractional CMO or Marketing Agency? Why engagements fail, what agencies do better, and the research-backed order of operations. Wondering if it is your time? Thirty minutes. Tell me where your go-to-market motion is stuck and I will give you a straight read: a scoped proposal if it is time, and exactly what I would do instead if it is too early. Either way you leave with a clearer picture than you came in with. Email Crys    or see the cost guide → --- ### Fractional CMO vs Marketing Agency Source: https://crysblack.com/fractional-cmo-b2b-saas/vs-agency/ Summary: Decision guide: why startup agency engagements fail (Setup, BetterBriefs, Promethean data), what agencies genuinely do better (ANA), the fractional CMO agency category and its pricing models, the hybrid stack, and the agency readiness test, with linked sources. Crys Black  ·  Services Decision Guide  ·  Fractional CMO Decision Guide Fractional CMO or Marketing Agency? I have watched this movie more than once: a founder hires a good agency, the agency does exactly what was asked, pipeline does not move, and everyone blames the agency. The missing piece was direction, not execution. Here is the whole decision, laid out with the research linked so you can check it. Start the Conversation See the Full Engagement Sources include ANA, Deloitte, BetterBriefs, Setup, Promethean, and First Round · Current as of August 2026 The Answer What is the difference between a fractional CMO and a marketing agency? An agency executes the campaigns you assign it and supplies specialist capacity you do not have in-house. A fractional CMO decides what those campaigns should be, owns priorities and budget, and answers for the results. The real question underneath is who owns marketing judgment: an agency is strongest when you know what needs doing, and a fractional CMO is strongest when nobody senior is deciding what should be done. A fractional CMO Direction and accountability Sets the strategy and owns the marketing function Allocates budget and answers for the number One senior leader inside your leadership conversations Best when direction is the missing piece An agency Execution capacity Executes the campaigns it is assigned Supplies specialists you cannot justify hiring Scales production up and down elastically Best when strategy already exists The most expensive mistake: buying execution before direction. One fairness note before the data: good agencies do advise on strategy, and plenty of them are sharp at it. The distinction is not intelligence. It is decision rights. An agency recommends; somebody on your side still has to own priorities, budget, and the tradeoffs between them. When nobody does, that is where things break, and the research below shows exactly how. The Data Why do startup agency engagements fail? Rarely because the agency is bad. In Setup's 2025 client survey the top reasons clients ended agency relationships were delivery (61 percent), value (61 percent), and the agency not understanding the business (44 percent). And the BetterBriefs study of more than 1,700 marketers across 70 countries found only 5 percent of agencies say the strategic direction they receive in briefs is clear. The recurring failure is strategy missing on the client side of the relationship. 1 Unclear direction Only 5 percent of agencies say brief strategy is clear, and 60 percent of marketers admit using the creative process to figure out their own strategy (BetterBriefs). 2 Business not understood 44 percent of clients cite it as a breakup reason. Only 3 percent of agencies see it in themselves (Setup 2025). 3 Delivery and scoping 61 percent of clients cite delivery. Agencies themselves name project scoping among their top operating challenges (Setup). 4 The churn math Only 42 percent of digital agencies keep the average client past two years, and 24 percent lose the typical client inside one year (Promethean, 2026). For fairness again: agency relationships are not doomed. The 2025 ANA and 4As tenure study found formal agency-of-record relationships now average about seven years. The fragile ones are precisely the digital retainers startups buy, and the difference is rarely the vendor. It is whether anyone on the client side owns the strategy the work is supposed to serve. The Tradeoffs What does an agency do better than a fractional CMO? Elastic execution capacity and specialist depth. ANA's in-house agency research found that 92 percent of organizations sophisticated enough to run their own internal agencies still use external ones, mainly for bandwidth and for capabilities they do not employ. One fractional executive cannot supply a design team, a media buyer, and a lifecycle engineer. When you know what needs doing and the bottleneck is hands, an agency is the right buy. This page is written by a fractional CMO, so that paragraph is the part my side of the market usually leaves out. I will go further: if your positioning is settled, your funnel is instrumented, and someone senior on your team can brief, judge, and redirect the work, you may not need me. Hire the agency. The order of operations below is for everyone else. The Label Problem What is a "fractional CMO agency"? A firm that bundles a senior fractional marketing leader with its own execution team under one contract. The same label also gets used for marketplaces that place independent fractional CMOs, so the term covers very different products at very different prices. Here are the models buyers encounter: 01 Open freelance marketplaceYou vet and direct one contractor yourself · Upwork $85–$150per hour 02 Curated marketplaceVetted independents plus matching · Go Fractional live avg $177/hr, MarketerHire $7K–$10K/mo ~$177per hour 03 Premium collective or firmEmbedded senior operator plus firm infrastructure · Chameleon Collective $20,000–$45,000per month 04 Bundled CMO plus execution teamLeader and delivery from one supplier · Geisheker, Kalungi $8,000–$15,000+per month All prices are provider-published or marketplace-reported, not audited averages. The scopes differ too much to read this as a ladder: an hourly independent and a bundled team are different products. One governance note on the bundled model: the same firm that recommends what you should buy also sells the fulfillment. That is not misconduct, but it is a reason to keep budget authority on your side of the table and to review whether the bundle still earns its keep. And for the record, I am the independent version: one senior operator, no bundled team to sell you, directing whatever mix of internal people, contractors, or agencies your stage needs. The Stack Should you use a fractional CMO and an agency together? Often, yes. The evidence-backed pattern keeps strategy close to the business while sourcing specialist execution externally: ANA found 92 percent of companies with in-house agencies still use external ones, and Deloitte's global outsourcing survey of more than 500 executives calls balanced internal-external sourcing the future of talent strategy. The accountability chain matters: CEO to fractional CMO to agency. The leader directs the agency, never the reverse. An agency pulls in whatever direction you point. The fractional CMO makes sure everyone is pointing the same way first. One steers, one rows. 1 Diagnose before you buy Understand the buying motion and the funnel first. First Round's research puts diagnosis, positioning, and motion fit ahead of any channel decision. 2 Set direction and measurement ICP, positioning, the business metric the work should move, and who has authority to change or stop it. This is what makes agency briefs land instead of drift. 3 Then buy the missing execution Now the agency conversation is easy: you know exactly which capability you are buying, what it should produce, and how you will judge it. The Agency Readiness Test Before signing an execution retainer, someone on your side should be able to answer: Who is the buyer, and what positioning are we testing? What is the sales or buying motion? Which business metric is this work supposed to change, and how will we measure it? What budget can we afford to lose while learning? Who has the authority to redirect or stop the work? If you can answer these, hire the agency with confidence. If you cannot, the person who can answer them is what you are missing. Keep Exploring The Engagement Fractional CMO for B2B SaaS What the engagement covers, who it fits, and how it works. Cost Guide What a Fractional CMO Costs Real 2026 market ranges with sources named, and the full-time and agency comparisons. Timing Guide When to Hire a Fractional CMO The five signals, the stage sweet spot, and the too-early cases. Proof Selected Client Outcomes What this looks like when it works: real clients, real numbers, real context. Not sure which one you need? Thirty minutes. Tell me where your go-to-market motion is stuck and I will give you a straight read. If an agency is the better first buy for your situation, I will say so and tell you what to put in the brief. It happens more often than you would think. Email Crys    or compare the costs → --- ### The First 90 Days with a Fractional CMO Source: https://crysblack.com/fractional-cmo-b2b-saas/first-90-days/ Summary: Month-by-month playbook from real engagements: days 1-30 access and reality (the week-one ask list, mapping what data exists and what is missing), days 31-60 truth-testing (ICP vs real prospect conversations, the executive-alignment finding), days 61-90 building a motion the team can run, plus the six-part day-90 scorecard, with cited sources. Crys Black  ·  Services The Playbook  ·  Fractional CMO The Playbook The First 90 Days Every engagement is different, and anyone handing you a laminated 90-day playbook has not done this work recently. But after enough startups, the arc is consistent. Here is what happens, month by month, with the research linked so you can check me against it. Start the Conversation See the Full Engagement My real engagement patterns, checked against First Round, Index Ventures, Spencer Stuart, Egon Zehnder, and Gartner research The Answer What does a fractional CMO do in the first 90 days? Three phases. Days 1 to 30 are access and reality: getting into the systems and mapping what data exists, what can be trusted, and what is missing. Days 31 to 60 are truth-testing: pressure-testing the ICP and positioning against real prospect conversations and fact-checking the competitive picture. Days 61 to 90 turn the diagnosis into a motion the team can run: instrumentation, a repositioned message, priorities, and an operating rhythm. Day 90 is a credibility checkpoint, not a finished growth engine. That last sentence carries research behind it. Egon Zehnder's study of nearly 600 senior executives found almost 60 percent needed six months or more to reach full impact, and Index Ventures treats 90 days as a review checkpoint, with executive onboarding often running far longer. Anyone promising a transformed pipeline by day 90 is selling you something. What you should expect by day 90 is a diagnosis you can trust, visible corrections, and a plan with resources attached. Days 1 to 30 Access and reality The first fight is not strategy. It is access. Before anyone can diagnose anything, I need to get into the systems, and the first real deliverable is a map of what data exists, what can be trusted, and what is missing. Often, most of it is missing. The Week-One Ask List The CRM, Google Analytics, and Search Console Marketing automation, and any AI or LLM workspaces the team already uses Notion or wherever the company's knowledge lives OKRs, prior plans, and every ICP or persona document that exists Pipeline reports, win/loss notes, and recorded prospect meetings Access sounds administrative. It is routinely the first hurdle, and what it uncovers is the first diagnosis. I have seen an entire site review sit blocked for weeks on a single Search Console grant. I have found analytics flowing into an account nobody at the company could see, and offboarded vendors still holding admin keys. Sometimes the discovery is simpler: there are no analytics at all, and month one includes a plan to start capturing what is not there. The pattern matches what other operators report. Asia Orangio of DemandMaven spent the first two weeks of her own fractional engagement on exactly this systems-and-information download, and Anne Raimondi's First Round guidance recommends circulating the 90-day plan as a draft and picking early wins that are achievable, measurable, and collaborative. Mine usually come straight out of the access work: fixing broken tracking, stopping spend nobody can measure, unblocking something already in motion. Days 31 to 60 Truth-testing Month two pressure-tests what the company believes about itself. Early-stage companies usually have a vague sense of their ICP and personas, and most of their content is busy talking about themselves. So I flip it: the customer becomes the hero of the story, and the product becomes the guide. Then I check the story against reality, analyzing real prospect meetings to confirm the pain points and fact-checking the competitive picture, because the perceived competitors are often wrong too. Krithika Muthukumar, the first marketer at Stripe and OpenAI, calls this the core skill of early-stage marketing: the job is diagnostician, and the treatment depends entirely on what the evidence says is broken. Her advice matches my experience on one more point: do not just observe. Join something already in flight, because execution exposes how a company works faster than any listening tour. And here is the part nobody puts in the sales deck. I am usually brought in to increase leads. What the diagnosis keeps finding is drift at the top: founders and executives who do not agree on who the customer is. Organizations do not love hearing that. It has cost me a gig before, and I would say it again, because a lead engine pointed at three different ICPs produces noise, not pipeline. The research says surfacing this is the job. In Gartner's survey of 125 CEOs and CFOs, only 22 percent said they had real clarity on marketing's roles and accountabilities, and Spencer Stuart's CMO Playbook tells incoming marketing leaders to put expectations and success measures in writing with the CEO precisely because that clarity so rarely exists. Alignment is not a distraction from the lead goal. It is the work that makes the lead goal possible. Days 61 to 90 A motion the team can run Month three converts the diagnosis into operations: instrumentation capturing the data that was missing, the repositioned message live on the assets that matter, explicit stop, fix, and start decisions with budget attached, a first dashboard, and a weekly operating rhythm the team can run without me in the room. Fractional means the system has to outlive my hours. The day-90 readout to the CEO answers five questions: what did we learn, what changed, what moved, what happens next, and what marketing needs from the rest of leadership. Stopping work belongs in that readout too. A first senior marketer earns trust partly by ending random acts of marketing. For a worked example of what this produces, the 30 meetings in 60 days campaign dashboard case study walks through a real motion built inside one engagement window, from instrumentation to booked meetings. The Scorecard How should you judge a fractional CMO at day 90? On six kinds of traction, not closed revenue alone: a written mandate everyone understands, a ranked diagnosis of what constrains growth, funnel definitions and numbers you can trust, sales and marketing behaving differently toward the same customer, traceable proof of movement, and a resourced plan that makes the next six months less speculative. 1 A written mandate Everyone agrees what marketing owns, what it does not, and how success gets measured. 2 A ranked diagnosis Market, positioning, funnel, or data problem: named, ordered, and backed by evidence. 3 Numbers you can trust Agreed funnel definitions and a baseline, with the measurement gaps stated plainly. 4 Teams behaving differently Sales, marketing, and product pointed at the same customer with clear handoffs. 5 Traceable movement Leaks fixed and experiments run, with results you can trace rather than take on faith. 6 A less speculative future A resourced two-quarter plan, with an explicit list of what will not be done. Closed revenue belongs on the scorecard only when existing pipeline gave the leader something to close inside the window. The executive-ramp research above is blunt about that, and any promise otherwise deserves your skepticism. Keep Exploring The Engagement Fractional CMO for B2B SaaS What the engagement covers, who it fits, and how it works. Timing Guide When to Hire a Fractional CMO The five signals, the stage sweet spot, and the too-early cases. Cost Guide What a Fractional CMO Costs Real 2026 market ranges with sources named, and the full-time and agency comparisons. Proof Selected Client Outcomes What this looks like when it works: real clients, real numbers, real context. Want your first 90 days mapped? Thirty minutes. Tell me where your go-to-market motion is stuck and you will leave with my read on what your first 30 days would target, whether or not we end up working together. If the answer is that you are not ready for this yet, I will say so. Email Crys    or check the timing first → --- ### The Fractional Marketing Team Source: https://crysblack.com/fractional-cmo-b2b-saas/fractional-marketing-team/ Summary: Team guide: what a fractional marketing team is, Crys's real build order (senior fractional leader, contract designer, nimble digital agency covering search/paid/RevOps, then a junior marketer and product marketing as the first full-time hires), why the flexible mix beats premature payroll, and when it converts to full-time, with cited sources and named partners. Crys Black  ·  Services Team Guide  ·  Fractional CMO Team Guide The Fractional Marketing Team I hire full-time later than most. Companies at this stage are volatile, and outside partners can operate like an internal team while scaling up and down more safely than a person you might have to lay off. Here is the team I build, in the order I build it, with the partners named. Start the Conversation See the Full Engagement My real build order and real partners · Backed by ANA, Deloitte, Carta, and Index research The Answer What is a fractional marketing team? A working marketing function without the fixed payroll: one accountable senior leader who sets strategy, then builds and directs the right mix of contractors, agencies, and in-house hires. Everything reports through one person, so you get coordination without the org chart. Engagements often start with a fractional CMO alone and grow into exactly this. The architecture has research behind it. ANA found that 92 percent of companies sophisticated enough to run in-house agencies still use external partners, mainly for capacity and skills they do not employ, and Deloitte's global outsourcing survey calls the balanced internal-external model the future of talent sourcing. The fractional marketing team applies that architecture at startup scale, with one leader accountable for the whole motion. The Build Order What is the build order for a fractional marketing team? One senior fractional leader first. Then a contract graphic designer, then a nimble digital agency covering search, paid, and usually the RevOps work. The first full-time hire is a hungry junior marketer who is excited to learn new tools and AI, and the second is a product marketer, who also covers most writing. In the AI era, that is roughly the whole team until Series B. 01 A senior fractional leaderOne accountable person. Strategy, priorities, budget, and the direction everyone else rows toward. 02 A graphic designer, contractedThe first skills I buy are the ones I do not have. Mine is Jules at Wired In, who has designed alongside me across multiple companies. 03 A nimble digital agencySearch, paid, and in practice the RevOps work too. I partner with MagicLamp, a digital team built for startup speed. 04 First full-time: a hungry junior marketerSomeone who wants to learn everything and is energized by new tools and AI. This is the hire that grows with the company. 05 Second full-time: product marketingOwns the story and the writing. A strong product marketer covers most content needs at this stage. Past that point, specialization can wait longer than most founders expect. Index Ventures' scaling research shows marketing branching into dedicated specialties much later in a company's life, which means adding headcount before the motion demands it buys org chart, not output. One adjacent opinion, free of charge: product management is one of the most important hires a startup makes, and it usually happens later than it should. It rarely sits under marketing anymore, and that is fine. But a fractional CMO should be loudly asking for it. The Tradeoffs Why use a fractional marketing team instead of full-time hires? Because early-stage companies are volatile. Outside partners can operate like an internal team while scaling up and down more safely than an employee you might have to lay off. Carta's data shows how lean modern startups run: a median seed team of four people and an average Series B team of 45. Those are not org charts with room for a marketing department. The fractional team Scales with the stage Senior judgment from day one Scales up for a launch, down after it No severance when the stage changes Converts to full-time hires when the motion earns them Premature full-time hires Fixed payroll in a volatile stage A junior hire with nobody steering produces random acts of marketing Payroll committed before the motion is proven Layoffs cost runway, morale, and reputation A senior full-time package runs deep into six figures The cost math lives in the cost guide, but the short version: a leader, a contract designer, and a focused digital agency together typically cost less than one fully loaded senior hire, and the mix can change next quarter if the business does. The Handoff When does the fractional team convert to full-time? Gradually, and on evidence. The junior marketer grows into more ownership. Product marketing lands when the story needs a dedicated owner. And when the company reaches the stage where the math and the workload both point to a permanent leader, part of my job is saying so and helping hire that person. The signals are laid out in the timing guide, and what the first three months of the engagement look like is in the playbook. Keep Exploring The Engagement Fractional CMO for B2B SaaS What the engagement covers, who it fits, and how it works. The Playbook The First 90 Days Month by month: access and reality, truth-testing, and a motion your team can run. Decision Guide Fractional CMO or Marketing Agency? Why engagements fail, what agencies do better, and the research-backed order of operations. Proof Selected Client Outcomes What this looks like when it works: real clients, real numbers, real context. Want a team without the org chart? Thirty minutes. Tell me where your go-to-market motion is stuck and we will map which seats your stage needs, and which ones it does not. If the answer is one leader and two partners, that is what I will tell you. Email Crys    or see what it costs → --- ### AI GTM Consultant Source: https://crysblack.com/ai-gtm-consultant/ Summary: Pillar page: AI GTM consulting, practical AI adoption for go-to-market teams, no hype. Crys Black  ·  Services AI Enablement  ·  Go-to-Market Practical AI for GTM Teams AI GTM Consultant An AI GTM consultant helps your go-to-market team apply AI where it moves revenue: research, content, pipeline operations, and reporting. I audit where the hours really go, design workflows your team can run without me, and train people hands on. The goal is capability that stays after the engagement ends, not a stack of tool subscriptions. Start the Conversation See the Six-Week Program Instructor, Pavilion AI in GTM School · 43 talks, workshops, and labs since 2019 · Started as a programmer What You Get AI where it moves revenue, not where it makes noise. Foundations before tools, and a human in the lead, always. Every engagement starts with where your team’s hours go, because the best AI use case is rarely the one on the conference slide. The work typically covers: The Audit Where the hours go across research, content, pipeline, and reporting, and which of those hours AI should own, assist, or never touch. Working Workflows Marketing and sales workflows your team runs without me on retainer. If a workflow would not survive your team running it alone, I do not ship it. Hands-On Training People learn AI by building something real, not by watching a demo. Every session ends with something running. AI Visibility How your company shows up when buyers ask AI tools about your market. AI is the new front door, and most companies have never checked theirs. Ways In Four ways to work together, from a scan to a program. Flagship · Six-Week Program Crys Clear AI for GTM  Foggy → Focused → Crystal Clear Six weeks from AI-curious to AI-operational, built around your team, your data, and your tools. Intake calls with each team lead, six weekly 90-minute working sessions, and office hours after every session so nobody stalls out. Your team maps its real GTM friction, builds a shared Business Brain, ships working workflows, and leaves with a 90-day roadmap. Full curriculum and FAQ. For Leaders Executive AI Coaching 1:1 coaching for founders and executives who want hands-on help applying AI to their own work, decision-making, and workflows. Tailored to how you operate. For Teams Team AI Office Hours Recurring working sessions where your team brings real work and leaves with it done better. Reinforcement that keeps adoption from stalling after the kickoff excitement fades. Ongoing Monthly AI Visibility & SEO Review A monthly read on how your site performs in search and in the AI tools your buyers ask, with fixes prioritized by impact. One Session Workshops & Executive Sessions A single high-impact session to align leadership or kickstart a team, from vibe coding to AI strategy. See the speaking page for formats. Fit Check For teams that want capability, not a vendor dependency. This is for you if - Your team is AI-curious but nothing has stuck beyond a few ChatGPT windows. - Leadership bought licenses and adoption flatlined after week two. - You want workflows your own people run, not a consultant on permanent retainer. - You care whether buyers find you when they ask AI about your market. - You want straight answers about what AI cannot do yet. This is not for you if - You want a list of tools to buy. Tools are the last step, not the first. - You want to skip straight to autonomous agents. Today the reliable wins are human-led workflows, so that is where we start. As autonomy matures, and it is maturing fast, we build toward it from a foundation that works. - You see AI primarily as a way to shrink the team. The results in my work come from making the team you have more capable, and that is where I focus. - You want someone to do the work forever. My engagements are designed to end. How It Works Audit, build, hand off. 1. Audit. We map where the hours go across your go-to-market motion and rank where AI assistance pays fastest. No tool talk yet, on purpose. 2. Build. We ship real workflows against your real work, teaching your team hands on as we go. Teach for 30, build for 45, share for 15. Every session ends with something running. 3. Hand off. Your team leaves with working workflows, a shared Business Brain, and a 90-day roadmap they own. Office hours and ongoing formats exist if you want reinforcement, but independence is the design goal. No agent hype, no fear, just capability your team keeps. The Difference An AI consultant who has run the GTM motion. Most AI consultants have never owned a revenue number. Most marketing leaders have never written code. I have done both: I started as a programmer and I lead marketing as a fractional CMO for B2B SaaS companies. That combination is why my AI recommendations start from your funnel, not from a feature list, and why the workflows fit the job your team is paid to do. It is also why organizations have me teach this publicly: I am an instructor for Pavilion’s AI in GTM School, I facilitate HackingHR’s AI@Work series, and I lead hands-on labs for Women in AI. You can watch 18 recordings before you ever get on a call with me. Straight Answers Questions teams ask before hiring an AI GTM consultant What does an AI GTM consultant do? Helps your go-to-market team apply AI where it moves revenue: research, content, pipeline operations, and reporting. Audit first, then working workflows, then hands-on training. The deliverable is capability. Your team should run everything we build without me, which is why every engagement is structured around handoff from day one. How is this different from just buying AI tools? Tools without workflow design is how companies end up with licenses nobody uses. Foundations come first: where the hours go, what good output looks like, and who owns each step. Most teams already own more AI capability than they use. The gap is almost never access to tools. It is knowing which work to hand the tools, and how to check what comes back. Do we need technical people on our team for this to work? No. I teach marketers, sellers, and operators, not engineers. If your team can write a good brief, they can learn this. I started as a programmer, so when something does need a technical hand, I can build it or tell you exactly what to ask for. Your team does not need to code to run the workflows we ship. How do you bring AI into a team without the hype? Foundations before tools, and a human in the lead, always. No agent hype, and straight answers about what AI can and cannot do well today. The fastest way to kill AI adoption is overpromising. I teach what reliably works today, flag what does not, and build review steps into every workflow so quality stays a human decision. What is AI visibility, and why does it matter for GTM? AI visibility is how your company shows up when buyers ask ChatGPT, Claude, Gemini, or AI search about your market. It is the new front door, and it is measurable. Buyers increasingly start research in an AI tool instead of a search box. If those tools do not know you, you are losing deals you never saw. I check this monthly for clients and fix what the models are getting wrong. When buyers ask AI about your market, do you show up? Run a free scan to see how your site appears across AI search and the large language models your buyers already trust. It takes under a minute. Run My Free Scan Keep Exploring Flagship Program Crys Clear AI for GTM Six weeks from AI-curious to AI-operational, built around your team and your tools. Related Service Fractional CMO for B2B SaaS Senior marketing leadership part time, from the same person teaching your team AI. Watch First Talks, Workshops & Labs 18 recordings from Grace Hopper, Pavilion, HackingHR, and more. See how I teach. All Services Ways to Work With Me Every engagement format: fractional leadership, coaching, workshops, and programs. Ready to find out where AI fits? Tell me where your team’s hours go and what you have already tried. I will tell you where AI will pay fastest, and where it will not. Either way you leave the call knowing more about your own operation than you did before it. Email Crys or see the six-week program → --- ### About Crys Black Source: https://crysblack.com/executive-bio/ Summary: Full professional bio, background, and community leadership. Strategic Growth, Practical AI, Real Execution I help startup teams sharpen go-to-market, improve execution, and adopt AI in practical ways that save time and drive growth. Let’s Connect I help startup teams sharpen go-to-market, improve execution, and adopt AI in practical ways that save time and drive growth. I’m a fractional CMO and AI enablement partner who works with early-stage and growth-stage B2B tech companies that need clearer positioning, stronger systems, and a smarter path from strategy to execution. Over the years, I’ve learned that most startups do not need more noise. They need clarity. Clearer messaging. Better alignment. Better visibility into what is working. Better ways to move from ideas to action without getting buried in process, disconnected tools, or endless busywork. That’s the work I love most. My work sits at the intersection of strategy, marketing, operations, and practical AI adoption. Sometimes that means helping a company refine its market story. Sometimes it means building the systems behind growth. Sometimes it means helping a team use AI in ways that improve the way they work instead of just experimenting around the edges. Strategic Growth Leadership, Without the Theater I’ve spent more than 20 years helping B2B technology companies grow, evolve, and communicate value more clearly. My background includes leadership across startups and growth-stage companies like Origin AI, Aizon, and Saama, where I’ve helped with everything from repositioning and demand generation to sales enablement, revenue operations, category storytelling, and market expansion. I’m drawn to companies with smart people, ambitious goals, and some level of healthy chaos. That’s usually where the best work happens. What clients tend to appreciate about me is that I can zoom out and think strategically, then turn around and help make the work real. I’m not especially interested in strategy that lives in a slide deck and never changes how a team operates. I care about strategy that creates traction. Technical and Creative, on Purpose One of the things that has shaped my work the most is that I’ve always lived in both worlds: technical and creative. I started out programming in the early days of the web, and that technical foundation still influences how I think today. I naturally look for patterns, systems, friction points, and opportunities to make work flow better. At the same time, I’m equally drawn to messaging, storytelling, design, and the challenge of making complex ideas easier for people to understand. That mix is a big part of how I work now. I can talk through growth strategy, shape market positioning, build systems, map workflows, and still care deeply about whether the end result feels clear, human, and useful. My Approach to AI I’m excited about AI, but I’m also very practical about it. I’m less interested in hype and more interested in usefulness. For me, AI is most valuable when it helps teams think better, move faster, reduce repetitive work, and communicate more clearly. That might mean team training, executive coaching, custom GPT workflows, ROI calculators, automation, RevOps dashboards, or smarter systems for research, planning, and execution. I do not think most companies need AI for the sake of saying they are using AI. I think they need better ways to solve real problems, create leverage, and improve execution. That’s the lens I bring to this work. How I Work I’m collaborative, direct, and low-drama. I like smart people, real conversations, and work that leads somewhere. I tend to do my best work with teams that want a real partner; someone who can help make sense of complexity, ask good questions, challenge assumptions when needed, and build momentum without creating more process than the team needs. - Clarity over jargon - Progress over posturing - Systems that support people, not the other way around - Innovation that is useful - Work that feels both strategic and grounded Outside of Work Outside of client work, I’m a photographer, outdoor enthusiast, and someone who pays a lot of attention to light, composition, and perspective. That creative side shows up in my work more than people might expect. It shapes how I think about storytelling, brand, design, and even problem-solving. The images across this site are my own, and they reflect another part of how I move through the world: curious, observant, and always looking for meaning in the details. I hold both B.A. and M.A. degrees from Virginia Tech, along with a leadership certificate from UC Berkeley. Leadership & Community Involvement In addition to my client work, I’m actively involved in organizations and communities focused on AI, innovation, leadership, and inclusion. I hold formal leadership and volunteer roles across several groups that are helping shape important conversations around technology, work, and community. Women in AI Labs Strategic Advisory Board Speaker, Grace Hopper Conference Instructor, Learning Labs SheBuilds Host & Facilitator Rocky Mountain AI Interest Group Board of Director, Treasurer Co-Lead, AI & Ethics Subgroup Co-Lead, AI & Marketing Subgroup AI Pioneers Club Founding Member Hacking HR Co-Lead, Boulder Chapter Pavilion Executive Member Instructor, AI & GTM School Innosphere Ventures Startup Mentor SmarterX Mastery Member Colorado AI News Contributing Writer Human Input column Let’s Find the Right Fit If you’re looking for a strategic partner to help your team grow, adopt AI more effectively, or build stronger go-to-market systems, let’s talk. Book a Strategy Call --- ## Programs & Services ### Crys Clear AI for GTM Source: https://crysblack.com/crys-clear-ai-for-gtm/ Summary: Flagship six-week program: Crys Clear AI for GTM. Curriculum, outcomes, FAQ. Six weeks from AI-curious to AI-operational. Yes, the pun is intentional. Crys is short for Crystal, and clarity is the whole product. Crys Clear AI for GTM is a hands-on program for go-to-market teams at small businesses and growth-stage companies. No hype. No fear-mongering. Your team, your tools, and something real running by the end of every single session. Most AI training explains what AI could do. This program leaves your team with workflows, tools, and habits that are already doing it. Download the Program Overview (PDF)  Bring It to Your Team How the Program Works 1. Intake calls before we start 30 minutes with each team lead. I learn where your team’s hours go and what you have already tried, so every session teaches from your world instead of generic examples. 2. Six weekly 90-minute working sessions Teach for 30, build for 45, share for 15. Hands-on-keyboard every week, because building is where AI adoption sticks. 3. Weekly office hours A 60-minute drop-in after every session. Anyone who kept building and hit a wall gets unstuck before the next class. Nobody stalls out. The Six Weeks Phase 1: Foggy · See Your Business Clearly First Week 1: The Fog Check Map your GTM motion, find where the hours go, and pick your three highest-friction targets. Most AI failures are strategy failures. This week is the fix. Week 2: The Business Brain Build a shared context pack, your positioning, personas, voice, and offers, inside the AI tools you already use. The week that makes every later week work. Phase 2: Focused · Build the Engine Week 3: Function Builds I Working sessions by function. Sales and partnerships build account planning and research workflows. Ops builds automation and reporting. Week 4: Function Builds II Each function turns last week’s build into a documented, repeatable workflow the whole team can run without them. Week 5: Vibe Week The signature week. Everyone builds a real internal tool with AI, no code background needed. First builds are imperfect. Iterating is the skill. Phase 3: Crystal Clear · Make It Stick Week 6: Operationalize Quality-control habits, an AI operating rhythm for the team, and a 90-day roadmap. We close with a lightning wins round: two minutes each to show one thing that now runs without you. What Your Team Leaves With - A shared Business Brain your whole team works from - Documented, repeatable AI workflows for every GTM function - A working tool each person built themselves - A 90-day AI roadmap your leadership can measure against - Every template, prompt, and framework stays with you Frequently Asked Questions How long is the program? Six weeks. Each week has one 90-minute live working session (teach for 30, build for 45, share for 15) plus a 60-minute office hours drop-in, and the program starts with a 30-minute intake call with each team lead. How many people can join? Up to 10 people per team. Small rooms are the point: everyone builds, everyone shares, nobody hides in the back. What AI tools do we need? The tools you already pay for. The program is tool-agnostic and runs in Claude, ChatGPT, or Gemini. For private company deliveries, everything runs inside your approved AI environment. Do we need a technical background? No. Curiosity and a willingness to iterate are the only requirements. The build week (Vibe Week) is designed specifically for people who have never written code. Is it virtual or in person? Live and virtual by default. In-person delivery is available on request. What does it cost? A flat program fee per team, not per seat. Reach out for a proposal scoped to your team. What happens after the six weeks? Your team leaves with a 90-day AI roadmap and everything running. Many teams continue with monthly workflow tune-ups, and office hours make sure nothing stalls before the program ends. Ready to make your team AI-operational? Let’s Talk --- ### Ways to Work With Me Source: https://crysblack.com/service-offerings/ Summary: All the ways to work with Crys: fractional leadership, AI enablement, coaching, workshops. Fractional GTM Leadership and Practical AI Enablement for Startup Teams I help founders and startup teams turn strategy into traction through fractional marketing and operations leadership, practical AI adoption, executive coaching, and hands-on team enablement. Whether you need a strategic partner to align go-to-market, a workshop to help your team use AI effectively, or ongoing office hours to keep momentum going, I work where growth, operations, and execution meet. Book a Strategy Call Fractional Growth & GTM Leadership For startups that need experienced leadership across marketing, operations, and go-to-market execution. This is ideal for early-stage and growth-stage companies that need more than advice. I step in as a strategic partner to help clarify positioning, align teams, improve execution, and build the systems that support efficient growth. What this can include: - Go-to-market strategy and planning - Messaging and positioning refinement - Demand generation strategy - Marketing + sales + customer alignment - RevOps visibility and reporting - KPI, funnel, and dashboard development - Team leadership and cross-functional execution Best for: Founders and leadership teams who need senior-level marketing and operational guidance without hiring a full-time executive. Crys Clear AI for GTM A private, six-week program that takes your go-to-market team from AI-curious to AI-operational. Intake calls with each team lead, six weekly 90-minute working sessions, and office hours after every session so nobody stalls out. Teach for 30, build for 45, share for 15. Every class ends with something real running. The full curriculum, FAQ, and program overview are one click away. Your team leaves with: - A shared Business Brain your whole team works from - Documented, repeatable AI workflows for every GTM function - A working tool each person built themselves - A 90-day AI roadmap your leadership can measure against - Every template, prompt, and framework stays with you Best for - GTM teams of up to 10 people - Small businesses and growth-stage companies - Teams on Claude, ChatGPT, or Gemini - No technical background needed See the Full Program Executive AI Coaching One-on-one coaching for founders, executives, and operators who want to use AI more strategically and effectively. These sessions are designed to help leaders apply AI directly to their own work. That might mean improving strategic thinking, accelerating research, streamlining planning, refining communications, or identifying where AI can support team performance. What we can work on: - Building better AI habits and workflows - Applying AI to strategic planning and decision support - Improving writing, research, and analysis workflows - Creating role-specific prompt libraries - Evaluating tools and use cases - Identifying AI opportunities across your team or function Best for: Founders, CMOs, COOs, chiefs of staff, and team leaders who want a practical partner in adopting AI. Team AI Office Hours Ongoing support for organizations that want help turning training into real adoption. Office hours give your team a place to bring questions, test ideas, troubleshoot workflows, and build confidence using AI in the flow of work. This is often the best next step after a workshop or training engagement. Office hours can include: - Live Q&A for team use cases - Prompt and workflow review - Feedback on AI-generated work - Problem-solving around tools and process design - Support for rollout, adoption, and change management - Department-specific working sessions Format options - Weekly office hours - Biweekly office hours - Monthly advisory sessions - Team or leadership-specific sessions Best for: Organizations that want practical, ongoing support as teams learn to use AI effectively. Monthly AI Visibility & SEO Review For teams that want to show up when buyers search on Google and when they ask AI. A monthly retainer that tracks how your brand shows up across traditional search and the AI tools your buyers now use to make decisions. Each month you get a clear report, a prioritized action list, and the strategy behind it, so your visibility keeps compounding instead of drifting. What’s included each month: - SEO health and technical site audit - AI and LLM visibility tracking across tools like ChatGPT and Perplexity - Generative Engine Optimization (GEO) so AI answers cite you - Keyword, content, and competitor analysis - A prioritized action list with clear next steps - A branded report you can share with your team - A monthly strategy review to turn findings into decisions Best for: Founders and marketing teams who want to stay findable as buyers shift from search engines to AI. Run a free scan Speaking & Executive Workshops Practical, engaging sessions for founder groups, leadership teams, accelerators, and startup communities. I speak on the real-world use of AI across marketing, operations, and go-to-market teams, with an emphasis on practical adoption, team readiness, and execution. Sample speaking topics: - From AI Curiosity to AI Capability - Practical AI for Go-to-Market Teams - How Startup Leaders Can Use AI at Work - Building an AI-Ready Team - AI Workflows That Save Time and Improve Execution Best for: Conferences, leadership offsites, founder communities, accelerators, and internal team events. What Clients Typically Need Help With - Clarifying go-to-market strategy - Improving visibility into funnel performance and execution - Building repeatable workflows that save time and improve output - Creating momentum after initial AI training through office hours and coaching - Aligning marketing, operations, and revenue teams - Training teams to use AI effectively and responsibly - Supporting leaders as they adopt AI in their day-to-day work Who I Work With - Early-stage and growth-stage tech startups - Seed to Series B companies - Organizations that want practical AI adoption, not generic consulting or hype - Founder-led teams - Marketing, operations, RevOps, and go-to-market leaders Engagement Formats Engagements can be structured in a few different ways depending on your goals: Fractional leadership retainers Ongoing strategic and operational support for startups that need senior-level guidance across go-to-market, marketing, operations, and execution. Best for teams looking for an embedded partner rather than one-off consulting. Single workshops or team training sessions Focused sessions designed to help teams build practical skills, align around priorities, or explore specific AI and GTM topics. Best for organizations that want a strong starting point or a high-impact internal session. Multi-session enablement programs A series of sessions built to move teams from learning to implementation over time. Best for organizations that want deeper adoption, reinforcement, and role-specific support. 1:1 executive coaching packages Personalized coaching for founders and leaders who want hands-on support applying AI to their own work, decision-making, and workflows. Best for executives who want practical guidance tailored to how they operate. Ongoing office hours and advisory support Recurring sessions that give teams continued access for questions, workflow review, and adoption support after initial training or strategy work. Best for organizations that want momentum, accountability, and real-world application. Speaking engagements and custom workshops Practical sessions for leadership teams, founder communities, accelerators, and events. Best for organizations looking for engaging education, executive discussion, or tailored team workshops. Let’s Find the Right Fit If you’re looking for a strategic partner to help your team grow, adopt AI more effectively, or build stronger go-to-market systems, let’s talk. Book a Strategy Call --- ### Speaking Source: https://crysblack.com/speaking/ Summary: Speaking: signature programs, keynotes, labs, the 2026 season, and recordings. Crys Black  ·  AI Speaker, Instructor & Facilitator Keynotes  ·  Workshops  ·  Labs  ·  Panels Speaking AI that lands. For practitioners, not spectators. 2026 SeasonNow Booking Book Crys to Speak On stage and in the lab: Grace Hopper Conference, Pavilion, HackingHR, Women in AI, and more 43 Engagements since 2019 18 Recordings to watch 15+ Organizations & stages 9 Dates on the 2026 calendar Act I Signature Programs Programs your team can book directly. Each one ends with your people running something real, not holding a page of notes. Flagship · Six-Week SeriesNo. 1 Crys Clear AI for GTM Foggy → Focused → Crystal Clear Six weeks from AI-curious to AI-operational, built around your team, your data, and your tools. Your team maps where the hours really go, builds a shared Business Brain, ships marketing and sales workflows that run on Monday, and vibe codes a working GTM tool by week five. Week six turns it all into habits with a 90-day roadmap. Every session ends with something running. Best for  GTM teams of up to 10, virtual   | Includes  Pre-work calls with team leads, six live sessions, office hours after every session See the full program → WorkshopNo. 2 Vibe Coding The most requested workshop on this page. Your team ships a real, working app before the session ends, no code background needed. Fair warning from every past cohort: the first build is imperfect on purpose. Iterating is the skill. Best for  GTM teams, operators, community groups   | Recently at  Pavilion AI in GTM School, Women in AI Watch a session → Public SeriesNo. 3 AI Isn’t Magic A hands-on public series that keeps up with the news. Whatever AI just did this month becomes the session, with zero hype and zero jargon. Your audience leaves with things they can try the same afternoon. Best for  Libraries, community organizations, associations   | Running now  Loveland Public Library, every other month, four dates in 2026 Multi-Session LabNo. 4 Generative AI Fundamentals Lab A guided lab in two movements. First your people set up an AI that truly knows their work: Projects, Skills, and custom GPTs loaded with their context. Then they make it repeatable, with connectors and scheduled runs that handle routine work the same way every time. Nothing autonomous and no agent hype, just dependable AI that works the way it was set up to. Best for  Teams and communities moving from curiosity to capability   | Recently at  Women in AI Colorado, delivered as “Build Your AI Assistant: A Foundation Lab” Mainstage KeynotesNo. 5 The Jobs Aren’t Disappearing — They’re Shape-Shifting The future of work talk that swaps dread for a plan: what changes, what does not, and how your people stay indispensable. Best for  Associations, company all-hands Watch it → Think Like a Director, Not a Developer Nobody needs to write code to build things anymore. Vision and direction are the new technical skills, and your audience already has them. Best for  Innovation events, GTM teams, builder audiences GenAI and the Human Spark Embracing AI without losing our humanity. A warm, clear-eyed talk for audiences who want the upside and intend to stay human while getting it. Best for  Broad audiences, values-driven organizations For lighter occasions, ask about How I Used AI to Win Valentine’s Day: a story talk with live demos and a happy ending. In Residence Recurring roles with communities that keep inviting Crys back Pavilion AI in GTM School Instructor Foundations, Build, and Vibe Coding cohorts, three times a year HackingHR AI@Work Panel Facilitator · Chapter Co-organizer The year-long series on bias, trust, governance, and the employee experience Women in AI Labs Lead Instructor · SheBuilds Host Small-room, hands-on labs that get women building with AI, not just talking about it Loveland Public Library AI Isn’t Magic Series Free, hands-on public AI education, every other month Act II This Season Catch a performance before you book one. Every date below is open for registration. Jul 28 2026 AI@Work: Bias, Trust & Transparency Panel Facilitator · HackingHR · Virtual Register → Jul–Aug 29 2026 Pavilion AI in GTM School Instructor · Pavilion · Virtual · 101: Foundations · 201: Build · Vibe Coding 101 Register → Aug 13 2026 AI Isn’t Magic: AI and the Environment Speaker · Loveland Public Library · Loveland, CO Register → Aug 15 2026 Women in AI Lab: Vibe Coding Lead Instructor · Women in AI Colorado · Boulder, CO Register → Sep 22 2026 AI@Work: The Employee Experience Panel Facilitator · HackingHR · Virtual Register → Sep 28 2026 Pavilion Women’s Summit Speaker · GTM2026 · New York City, NY Register → Oct 8 2026 AI Isn’t Magic: AI as the Collaborative Partner Speaker · Loveland Public Library · Loveland, CO Register → Nov 17 2026 AI@Work: What We Got Right and What We Didn’t Panel Facilitator · HackingHR · Virtual Register → Dec 10 2026 AI Isn’t Magic: The Accessibility of AI Platforms Speaker · Loveland Public Library · Loveland, CO Register → — Intermission — Bring Crys to your stage. Keynote, workshop, lab, or panel. Tell me about your audience and what you want them walking out able to do. I bring the practical, the tactical, and just enough of the big picture to make it stick. Book Crys to Speak Download the Speaker One-Sheet Act III In Performance Do not take the program’s word for it. Press play. AI for Good: Main Stage Moderator RMAIIG Showcase · January 2026 The Jobs Aren’t Disappearing — They’re Shape-Shifting What Keeps Marketers Up at Night · March 2026 Vibe Coding Workshop Pavilion AI in GTM School · 2026 AI Isn’t Magic: The Ethics of AI Loveland Public Library · June 2026 The Age of Avatars: AI Voices, Podcasts & Personas RMAIIG Marketing Subgroup · October 2025 AI in Action: Marketing Teams of the Future Forum for Naturals · August 2025 Standup Vibe Coding: Creativity Meets Code & Comedy RMAIIG Women in AI · June 2025 No-Code, High-Vibe: Building with Lovable RMAIIG Marketing Subgroup · June 2025 Vibe Games: Live Vibe Coding Competitor RMAIIG Product Subgroup · July 2025 AI@Work: Governance & Accountability in HR HackingHR · May 2026 The AI Toolkit Every Fractional Exec Should Know Female Fractionals · April 2025 Women in STEM Reception University of Denver · March 2026 · watch on DU MediaSpace So, What’s YOUR Tech Stack? Peak Community · February 2023 Discovering ChatGPT, Part 2 Women’s Business Club · June 2023 Discovering ChatGPT, Part 3 Women’s Business Club · June 2023 Becoming Revenue Champions: AI-Generated Content & ChatGPT CampaignStars & Field Marketing · 2023 Lessons from Building Many Aligned GTM Infrastructures Content Strategies · December 2023 Can AI Save Billions in Clinical Research Costs? AI: In Real Life · May 2019 Eighteen recordings, going all the way back to a 2019 AI panel. Past Performances 2026 13 engagements Build Your AI Assistant: A Foundation Lab — Instructor Women in AI Colorado · Boulder, CO · July 11 Women of Pavilion Signal & Scale — Speaker Pavilion · Virtual · June 24 AI Isn’t Magic: The Ethics of AI — Speaker Loveland Public Library · Loveland, CO · June 11 Watch Vibe Coding — Instructor Pavilion AI in GTM School · May Watch AI@Work: Governance & Accountability in HR — Panel Facilitator HackingHR · Virtual · May 19 Watch AI Isn’t Magic: The Essential AI Toolkit — Speaker Loveland Public Library · April Play With AI Before It Plays Without You — Launch Keynote Women in AI Northern Colorado · April Women in STEM Reception University of Denver · March 31 Watch SheBuilds — Host Women in AI · Boulder, CO · March The Jobs Aren’t Disappearing — They’re Shape-Shifting What Keeps Marketers Up at Night · March Watch Vibe Coding — Instructor Pavilion AI in GTM School · February Watch AI for Good — Main Stage Moderator RMAIIG Showcase · Boulder, CO · January Watch How I Used AI to Win Valentine’s Day RMAIIG Marketing Subgroup · Boulder, CO · January 2025 10 engagements Designing Your AI Workflow: How to Think Like a System — Workshop Grace Hopper Conference AI Studio · Chicago, IL · November Vibe Coding Fireside Chat with Gene Kim Grace Hopper Conference AI Studio · Chicago, IL · November The Age of Avatars: AI Voices, Podcasts & Personas RMAIIG Marketing Subgroup · Boulder, CO · October Watch Vibe Games — Judge RMAIIG Product Subgroup · Denver, CO · October Fractionals 101 — Panel, Main Stage Colorado Startup Week · Denver, CO · September AI in Action: Marketing Teams of the Future Forum for Naturals · Denver, CO · August Watch Vibe Games — Live Vibe Coding Competitor (Inaugural) RMAIIG Product Subgroup · Denver, CO · July Watch No-Code, High-Vibe: Building with Lovable RMAIIG Marketing Subgroup · Boulder, CO · June Watch Standup Vibe Coding: Where Creativity Meets Code and Comedy RMAIIG Women in AI · Boulder, CO · June Watch The AI Toolkit Every Fractional Exec Should Know Female Fractionals · April Watch 2023–2024 7 engagements Generative Engine Optimization: Transforming SEO VKTR & Earley Information Science · Webinar · 2024 Lessons Learned from Building Many Aligned GTM Infrastructures Content Strategies · December 2023 Watch Harnessing ChatGPT: Transforming B2B Marketing Practices CampaignStars · June 2023 Discovering ChatGPT, Parts 2 & 3 Women’s Business Club · June 2023 Watch Becoming Revenue Champions: AI-Generated Content & ChatGPT CampaignStars & Field Marketing · 2023 Watch Steal These Prompts! LinkedIn Live with Portfolio Rocket · April 2023 So, What’s YOUR Tech Stack? Peak Community · Webinar · February 2023 Watch 2019–2022 Before it was cool Building for the Win: How and When to Grow Your Marketing Team Peak Community · Webinar · June 2022 How AI Is Helping Market Products That Ultimately Save Lives MRP · May 2019 Can AI Save Billions in Clinical Research Costs? AI: In Real Life · May 2019 Watch — Curtain Call — As seen on stages with Book Crys for Your 2026 Season Program subject to change · New dates added often · crysblack.com/speaking --- Booking Notes (the questions program committees ask) #### What does Crys Black speak about? Practical AI for go-to-market teams, taught by someone who ships it. Keynotes on how jobs are shape-shifting, how to think like a director when you work with AI, and what stays human in a GenAI world. Workshops and multi-week labs on vibe coding, generative AI fundamentals, and AI in the marketing motion. Audiences are founders, revenue and marketing leaders, women in tech, and community groups that want a straight read on AI. #### What formats does Crys offer? Four. A 30 to 45 minute keynote, a 60 to 90 minute interactive workshop, a half-day or full-day working session, and a six-week program (Crys Clear AI for GTM) for teams that want to leave AI-operational. Every format includes live demos with real tools. In person along the Front Range, or virtual anywhere. I will tell you which format fits your room and your goal, even when the answer is the shorter one. #### How do I book Crys Black? Book a 20-minute call or email crys@crysblack.com with the date, audience, and the outcome you want. I confirm within two business days. For a program committee, the speaker one-sheet has bio, headshots, talk descriptions, and past stages. Recordings of most talks are in the screening room below, so you can hear the delivery before you commit. #### What does it cost to book Crys? Community and nonprofit groups along the Front Range are usually free or travel-only, because that is how I built this practice. Corporate keynotes, workshops, and off-sites are quoted by format and prep, with the six-week program priced as a team engagement. Ask on the booking call; the number depends on audience size, customization, and whether your team gets hands-on time with the tools. #### Who has Crys Black spoken for? Forty-three engagements since 2019 for organizations including Pavilion, Grace Hopper Celebration, University of Denver, Colorado Startup Week, Boulder Startup Week, HackingHR, Loveland Public Library, Rocky Mountain AI Interest Group, and Women in AI Labs, where I am lead instructor. The logo wall and the year-by-year list below are the full record, with links to eighteen recordings. ## Proof & Selected Work ### Outcomes Source: https://crysblack.com/selected-work/ Summary: Outcomes: selected client results and case studies. Real work. Real results. From global rebrands to AI-built sales tools, this is a cross-section of the work, spanning brand strategy, demand generation, revenue operations, and practical AI. Different industries, different stages, same commitment to work that moves the needle. Book a Strategy Call Featured Case Studies TCO Calculator Global Rebrand Brand Transition Modernize Lead Gen Campaign Dashboard Building Sales Enablement and AI Tools for Sonet Sonet needed sales teams to be able to show real savings numbers quickly, without relying on abstract claims or waiting for a technical evaluation to begin. I built an AI-assisted TCO calculator and executive summary workflow that let sellers model cost of ownership and business impact in plain language — helping prospects understand value faster and supporting progress on stalled deals. What this work included - TCO calculator and cost-of-inaction modeling - AI-generated executive summaries tailored to each prospect - Buyer-friendly business case design - Sales enablement support for complex deal cycles Outcomes - Helped unstick stalled deals by making the value case concrete - Gave sales teams a plain-language way to communicate cost and ROI - Created a reusable, AI-powered asset that improved sales readiness Repositioning Aizon for Growth in a Global Market Aizon needed more than incremental marketing support. The company was navigating a major brand shift, building new growth infrastructure, and operating across geographies during a highly disruptive period. I led the strategic global rebrand from Bigfinite to Aizon, helping reshape the company’s market identity around a stronger, more future-facing story. At the same time, I built out the marketing and sales infrastructure needed to support growth, including ABM, CRM-connected demand generation, data enrichment, video, automation, and sales enablement. What this work included - Global rebrand strategy and launch - GTM and demand generation infrastructure - CRM-connected ABM and lead generation - Sales enablement and partner support - Analyst relations, thought leadership, and PR Outcomes - 10x increase in lead generation - 36x increase in marketing-driven meetings - 6x increase in pipeline - 266x increase in quarterly revenue from initial pilots - 10x rise in marketing influence Helping Saama Shift from Services to SaaS Saama needed to evolve from a services-led business into a more scalable SaaS story while increasing credibility in a competitive market. I helped support that transition by launching the company’s first account-based marketing program, building strategic partnerships, expanding communications, and supporting the go-to-market motion around the Life Science Analytics Cloud. What this work included - ABM program design and launch - SaaS repositioning and market messaging - Strategic partner development - Multi-channel communications - Sales enablement and thought leadership Outcomes - Supported $40M in Round B funding - Helped launch the Life Science Analytics Cloud - Increased target-account engagement significantly - Contributed to Saama’s positioning as a credible SaaS provider - Supported a story later featured as a Kellogg School of Management case study Modernizing Demand Generation and Lead Processes at APTARE APTARE needed to modernize its messaging, sharpen how the team communicated value to enterprise buyers, and rebuild lead generation and enablement programs ahead of a changing market. I was brought in to help modernize the brand, overhaul demand generation, and build the sales enablement infrastructure the team needed to convert more effectively and support a stronger channel strategy. What this work included - Brand and messaging overhaul across web, corporate identity, and portal - Demand generation rebuild including syndication, webinar strategy, and email - Sales enablement: scripts, training assets, and channel partner programs - Marketo and Salesforce integration and business systems alignment - Global channel strategy expansion ahead of acquisition Outcomes - 500% improvement in event conversion rates - 300% increase in click-per-lead - 70% reduction in cost per click - 200% increase in email click-through rates Building a 7-Channel Campaign Dashboard with Claude Cowork The goal was 30 meetings in 60 days. Seven platforms were running simultaneously. Every morning the team was reconciling data across seven different tabs before a 15-minute standup. I used Claude Cowork to write Google Apps Script that pulled live data from all seven channels into a single Google Sheet — updated nightly, zero manual prep. Cowork didn’t just write the code. It steered me away from vibe coding toward the right tool, introduced me to Apps Script (which I didn’t know existed), and then helped build a diagnostic test layer so we could catch data issues before they corrupted our numbers. What this work included - Google Apps Script built by Claude Cowork from a plain-language description - Nightly auto-refresh pulling from HubSpot, Propensity, Google Ads, LinkedIn, Facebook, Instantly, and AiSDR - Goal tracker: 30 meetings in 60 days, paced weekly - Diagnostic test layer for data integrity and API error detection - Structured for a 15-minute daily standup with no manual data prep Outcomes - 36,245 leads reached · 27,705 emails sent · 1,060 LinkedIn touches · 45 demos booked · 4 pilots · pacing 64.3 — on track - Surfaced a Propensity API endpoint change, HubSpot logging inconsistency, and Instantly throughput drop before standup - Propensity flagged the work as a customer case study and began making platform changes based on it - Dashboard compressed build time from weeks to one afternoon Read the full case study → Additional Selected Work Accelerating Agency New Business with Custom GPT Workflows For a marketing agency, I designed custom GPT workflows in ChatGPT to support deep prospect research, synthesize transcripts and notes, and speed up slide creation using research, frameworks, and internal inputs. This reduced the time between research, synthesis, and polished output dramatically, helping the team move faster on new business opportunities. What work this included - Custom GPT design for repeatable research workflows - Transcript and note synthesis - Slide creation support - Workflow acceleration across business development steps Automating Company Enrichment for Better GTM Execution I built an automation workflow in n8n that triggered new companies entering HubSpot to be enriched through Clay automatically. This gave teams better firmographic context earlier in the process, reduced manual research, and improved readiness for segmentation, prioritization, and outreach. What work this included - HubSpot workflow design - n8n orchestration - Clay-based company enrichment - Better data support for GTM execution Keeping Lead Data in Sync Across HubSpot and Mailchimp I created an n8n automation to keep lead data synced automatically between HubSpot CRM and Mailchimp. This reduced manual cleanup, improved consistency across systems, and helped support more reliable marketing execution without adding operational drag. What work this included - CRM and email platform integration - Automated lead sync - Reduced manual data maintenance - Improved marketing list reliability Keeping Lead Data in Sync Across HubSpot and Mailchimp I created an n8n automation to keep lead data synced automatically between HubSpot CRM and Mailchimp. This reduced manual cleanup, improved consistency across systems, and helped support more reliable marketing execution without adding operational drag. What work this included - CRM and email platform integration - Automated lead sync - Reduced manual data maintenance - Improved marketing list reliability Making Tax Savings Tangible at Live Events For a tax company, I helped create an ROI calculator that allowed the team to show real savings numbers live at a trade event. This made the value proposition more concrete in the moment and gave prospects a clearer way to understand financial impact instead of relying on abstract claims. Ways I Typically Help Across these engagements, the through-lines are consistent: - Clarifying positioning in complex markets - Aligning marketing, sales, and RevOps - Equipping teams with better sales and decision-support tools - Building GTM systems that support growth - Creating practical AI workflows that save time - Turning complexity into something buyers can understand Looking for Similar Support? If you need help sharpening go-to-market, improving execution, building smarter systems, or applying AI in more practical ways, let’s talk. Book a Strategy Call --- ### I Asked Claude to Write My Code. It Built Me a War Room. Source: https://crysblack.com/selected-work/30-in-60-campaign-dashboard/ Summary: Case study: building a live campaign war-room dashboard with AI (vibe coding). ← Outcomes I Asked Claude to Write My Code. It Built Me a War Room. Fractional CMO Practice  ·  2026 Here is what happened when I handed Google Apps Script to an AI and stopped pretending I needed to write the whole thing myself. Campaign Progress — 30 Demos in 60 Days 36,245 Total Leads 27,705 Emails Sent 1,060 LinkedIn Touches 45 Total Demos 4 Pilots 64.3 Pacing (projected) ✓ On Track Status We had a goal. Thirty meetings in sixty days. I was working as a fractional marketing leader on a pipeline push for a B2B SaaS company, and we had seven channels running simultaneously — HubSpot for CRM and sequences, Propensity for ABM display ads and marketing emails, Google Ads, LinkedIn Ads, Facebook Ads, Instantly for cold email outreach, and AiSDR for LinkedIn outreach. Every morning we were pulling numbers from seven different platforms, opening seven different tabs, and then trying to piece together whether we were moving toward that meeting target. Our daily standup was fifteen minutes. We did not have fifteen minutes to spend doing data archaeology. I knew the answer was some kind of unified view. My first instinct was to vibe code it. If you know me, you know I will reach for Lovable before I reach for a spreadsheet almost every time. So I opened Claude Cowork and described the problem. I told it what I was trying to track, how many channels we had, and that I wanted to build something fast. Cowork knew I like to vibe code. It said so. And then it told me, gently but clearly, that for something the whole team needed to consume and update daily, a Google Sheet would be easier. Less friction, no app to log into, already in everyone’s workflow. I had not even considered that. Then it told me about Google Apps Script — a scripting layer built directly into Google Sheets that could handle all the API calls and run on a nightly schedule automatically. I did not know Google Apps Script was a thing. Cowork did not just write code for me. It guided me to the right tool for the job first. How It Went Once we aligned on the approach, I described the problem in plain language. I had seven data sources. I needed them in one place. I needed the sheet to update itself every night so I walked into standup each morning with current numbers. I wanted to see, at a glance, how each channel was contributing to the pipeline — impressions, clicks, demos booked, and meetings tracked against the 30-in-60 goal. I was not writing a technical spec. I was talking to Cowork the way I would talk to a really competent developer I trusted. Cowork wrote the Apps Script. The actual Apps Script — written by Claude Cowork from a plain-language description Not a snippet. Not a starting point. The actual code — structured triggers, API calls for each platform, error handling, and a nightly time-based trigger that ran the refresh automatically. It explained what each section did so I could follow along and make adjustments. When I had a question about the HubSpot authentication flow, it walked me through it without making me feel like I had asked something obvious. When we started hitting data issues — numbers that did not add up, sources that looked off — I asked Cowork to help me figure out where the problems were coming from. It suggested building diagnostic tests directly into the Apps Script. Each data source would have checks to validate that it was connecting correctly, that the data coming in matched the expected structure, and that nothing had quietly broken overnight. We built those together. Was it perfect on the first pass? No. There were a couple of spots where I had to give it more context about how our HubSpot properties were structured and how Propensity’s API response was formatted. But that back-and-forth took maybe forty minutes total. Building this from scratch? That would have been days. What We Built The dashboard tracked seven channels in one view: The daily tracker tab — every channel, every metric, one row per day HubSpot — active sequences, meetings booked, deal stage movement, and contacts enrolled in our outbound cadences. Propensity — ABM display ads pushed to Google, Facebook, and LinkedIn, plus marketing emails sent to our target accounts. We were not using scoring or intent signals in this campaign. Propensity was the distribution engine. Google Ads — impressions, clicks, conversions, and cost per conversion across both ABM audiences pushed from Propensity and our non-ABM campaigns running in parallel. LinkedIn Ads — performance across both Propensity-pushed ABM audiences and our independent lead gen campaigns, including native form completions pulled directly into the sheet. Facebook Ads — clicks, CTR, CPC, and reach across ABM and non-ABM. (Facebook ended up being our second-best channel — which genuinely surprised us.) Instantly — emails sent, open rates, reply rates, and meetings booked from cold email outreach. AiSDR — LinkedIn outreach activity: connection requests, likes, and personalized messages going to the same contacts receiving email through Propensity and Instantly. Because there is no native LinkedIn sync between those platforms, AiSDR bridges that gap. This is the channel where we see the strongest conversion signal, and we think we know why. The personalization is real. A contact gets a relevant email and then a LinkedIn connection request that references something specific to them. That combination converts. Everything refreshed nightly via a time-based Apps Script trigger. Every morning, before standup, the data was current. One tab showed the 30-in-60 goal tracker — meetings booked versus target, paced by week. You could see in ten seconds whether we were on track. The Part That Kept Paying Off Here is the thing about a dashboard that pulls live data from seven different platforms: stuff breaks. APIs update. Someone on the team changes how they log a deal stage in HubSpot. A platform makes a backend change without announcing it. Any of those things can quietly corrupt your numbers overnight and you will not know it until you are in standup wondering why the LinkedIn data looks wrong. Because the tests were built in, I did not have to wonder for long. When something does not look right, I open Cowork and ask it to find the error. That is the whole prompt. It runs through the diagnostic layer, checks where the data flow broke, and tells me what it found. So far it has caught three things I would not have found quickly on my own: A Propensity API update where the endpoint itself moved. The script was authenticating fine and returning no errors — it was just hitting a path that no longer existed. That is a hard thing to spot without a diagnostic layer telling you exactly where the handshake failed. A data integrity issue in HubSpot where the team had been logging meetings inconsistently — some as “Meeting Booked,” some as “Demo Scheduled” — which meant our meeting count was undercounting. The dashboard did not cause that problem. It surfaced it. That is valuable. And a throughput issue where email send volume through Instantly had dropped significantly. The numbers were technically valid. The data was just telling us something was wrong with the campaign cadence. Cowork flagged it as anomalous before anyone on the team had noticed. The dashboard is not just a reporting tool. It has become an early warning system. What Standup Looked Like After Fifteen minutes. Actual fifteen minutes. The standup view — goal tracker, yesterday’s numbers, and cumulative ad activity at a glance We opened the sheet. We looked at the goal tracker first. Then we ran a quick channel-by-channel check — what moved overnight, what was stalling, where we needed to shift budget or attention. Google Ads was our top performer, pulling an extraordinary conversion rate on long-tail AI-focused keywords. Facebook was quietly delivering at a cost per click that made everyone happy. Instantly was struggling with personalization and we could see that in the data clearly, which meant we could make a decision about it rather than just feeling uneasy. The dashboard did not make the decisions. We made the decisions. But it gave us a shared surface to make them from. That matters more than it sounds. Channel comparison — email platforms and ad channels side by side, with CTR and reply rates surfacing where effort was paying off The Part That Surprised Me I showed the dashboard to Krystal on my monthly call with Propensity. She is their customer success lead and one of the sharpest people I work with on the platform side. She asked me to walk her through how I built it. By the end of the call, she was sharing it with her team as a potential training example. We started talking about a joint blog post. And then she told me something I did not expect: Propensity is making platform changes — partial credit to the work I did here. The way I was using their API and surfacing gaps in the workflow gave their team useful signal about what customers need. The thing I built to solve an internal problem had become something other marketers wanted to learn from. And apparently something a platform was building toward. That would not have happened if I had waited until I had the bandwidth to build it myself, or handed it off to a developer and gotten it back in three weeks. Cowork compressed the timeline from “someday” to “this afternoon.” What This Demonstrates I talk a lot about operationalizing AI — not just using it for content or brainstorming, but weaving it into the actual systems that run your work. This dashboard is one of the clearest examples I have. Three things made it work: Plain language is enough. I did not need to write a technical brief or know the Apps Script documentation. I described what I needed in the same language I would use with a colleague. Cowork translated that into working code. The AI wrote the boring parts. The trigger setup, the authentication flows, the error handling, the loop structures — none of that is interesting work. It is necessary work. Having Cowork write it meant I spent my time on the parts that required judgment: how to structure the goal tracker, which metrics mattered for standup, what the dashboard needed to make our fifteen minutes count. A shared data surface changes how a team operates. Before the dashboard, everyone had their own version of the story. After it, we had one story. That alignment shift is real and it shows up in faster decisions and fewer “wait, what are we seeing from LinkedIn” moments. Try This Yourself You do not need a seven-channel program to make this useful. If you have even two data sources you are manually reconciling each week, Claude Cowork can help you build the Apps Script to pull them together automatically. Start by describing the problem exactly the way you would explain it to a smart friend. Tell it what data you have, what you want to see, and how often you need it updated. Let it write the first pass. Ask questions about the parts you do not understand. Iterate. The goal is not to become an Apps Script developer. The goal is to build the thing you need so you can spend your time on the work that requires you. You already know what that thing is. What are you waiting for? Have a multi-source dashboard you have been meaning to build? Tell me about it. I love a good “we finally have one source of truth” story. ← Back to Outcomes   Book a Strategy Call --- ## Experiments ### AI Experiments Source: https://crysblack.com/ai-experiments/ Summary: Hands-on AI builds, music, and video experiments. Tools I Build With These are the tools in my regular rotation. Links are referral links — if you sign up, we both benefit. Lovable Vibe code apps and tools — no traditional coding required Genspark AI-powered slides, research, and multi-agent workflows Runway AI video generation and creative editing Suno Generate original music and audio in seconds Gamma Beautiful presentations built with AI, fast Descript Edit video and podcasts by editing the transcript n8n Workflow automation that connects your entire stack Clay Data enrichment and outbound automation for GTM teams Motion AI scheduling that plans your day automatically Granola AI meeting notes that capture what matters AdCreative AI-generated ad creatives that convert ElevenLabs Realistic AI voice generation for audio, video, and agents Vibe Coded Projects Functional apps and tools built with AI, from scratch. Halloween Math Blaster A spooky-themed math drill game for kids. Timed challenges, Halloween characters, and enough competition to keep things interesting. Play the game → AI Bingo Bash Built live during the Women in AI Northern Colorado launch event. The audience played real-time multiplayer bingo while we talked about AI tools. Play the game → Boulder Date Night A date night suggestion app for Boulder, CO. Restaurants, activities, and vibes—built to solve decision fatigue in a city with too many good options. Try it → Cash Register Hero A cash register practice game for learners building comfort with making change and handling real transactions. Useful for customer-facing team training. Play the game → Zoe Ma Ma POS Trainer A simulated point-of-sale system for training restaurant staff on the Zoe Ma Ma menu. Practice ringing up orders, handling payments, and building speed before going live. Try it → Music & Video AI-assisted creative work produced for talks, workshops, and community events. Women of Northern Colorado Anthem Written and produced with Suno for the “Play with AI Before It Plays Without You” talk for Women of Northern Colorado. The room needed a soundtrack — so I made one. Your browser does not support the audio element. Debugging the Future Created with Suno for “Standup Vibe Coding: Where Creativity Meets Code and Comedy.” A track that sounds exactly like what it feels like when your AI agent finally stops hallucinating. Your browser does not support the audio element. Sora 2’s Copyright Clash AI avatar created for the Voice and Video session at the October 2025 Marketing RMAIIG support group. Built to explore what generative video means for creative control and copyright — before the industry had answers. Your browser does not support the video element. CrysDOS Intro An AI-generated intro built for the same October 2025 Voice and Video session. Classic DOS aesthetic, very much on purpose. Your browser does not support the video element. Valentine’s Day 2026 Demo Clip Created for the February 2026 Marketing RMAIIG “How to Win Valentine’s Day” session. The audio is from the love album; the visuals were built with Runway and Veo 3 right after launch — more of an exploration than a production. Your browser does not support the video element. --- ## Writing & Essays Selected essays and articles on AI, go-to-market, marketing leadership, and women in tech, newest first. Some entries are the on-site introduction to a piece published in full on LinkedIn or elsewhere; the source link goes to the full version. ### Published Work Source: https://crysblack.com/published-work/ Summary: Where Crys Black is published, what she writes about, and how to quote, reprint, or pitch her. The full year-by-year list of articles, columns, and features lives on the page. #### Where is Crys Black published? I write the Human Input column for Colorado AI News, publish long-form articles on LinkedIn, and contribute expertise to guides and features from Fractionals United, Authority Magazine, VKTR, Voyage Denver, and The Principal Post. Everything is listed by year below, newest first, with links to the original. #### What does Crys Black write about? The place where AI meets human judgment. Fractional marketing leadership for B2B SaaS, operationalizing AI inside go-to-market teams, vibe coding as a working tool, women's visibility in AI, and the ethics questions that come up when you use these tools every day. First person, from what I built or broke that week. #### Can I quote or republish Crys Black's writing? Quote freely with attribution and a link to the original piece. For a full reprint, a syndication request, or an excerpt in a course or newsletter, email crys@crysblack.com; I say yes to most of them. Colorado AI News pieces are under that publication's terms, so requests for those go through their editors first. #### How do I pitch Crys for an interview, guest column, or podcast? Email crys@crysblack.com with the outlet, the audience, and the angle. I take interviews on fractional CMO work, AI adoption in GTM teams, vibe coding, and women in AI. Short lead times are fine. The Executive Bio page has approved bios and headshots; the Speaking page has recordings if you want to hear me first. ### I Was Going to Vibe Code It. My AI Talked Me Out of It. Source: https://crysblack.com/i-was-going-to-vibe-code-it-my-ai-talked-me-out-of-it/ · 2026-06-11 I walked into this problem ready to vibe code it. Seven platforms, seven data sources, one very chaotic 15-minute standup every morning. My instinct was Lovable, something fast, something I could spin up in an afternoon. Claude Cowork had a different idea. It told me it knew I liked to vibe code. And then it told me, gently but clearly, that a Google Sheet would be easier for the whole team to use. No app to log into. Already in everyone’s workflow. And by the way — have I heard of Google Apps Script? I had not. What followed was one of the most useful builds I have done in a long time. Not because the technology was impressive (though it was), but because the AI wasn’t just executing my request. It was advising me. It steered me toward the right tool before writing a single line of code. Then it wrote the code, built the diagnostic layer, and helped me find three data issues I would not have caught on my own. One of those catches led to a conversation with Propensity’s customer success team. They are making platform changes based on what we surfaced. That is not something I expected when I started a Google Sheet. The full case study lives here on the site if you want all the technical detail. The LinkedIn article is the thought leadership version — what this means for how we think about AI in modern marketing ops. Read the full article on LinkedIn → If you have been waiting to build the thing you keep manually reconciling every week, this one is for you. What would your war room track? --- ### Think Like a Director, Not a Developer Source: https://crysblack.com/think-like-a-director-not-a-developer/ · 2026-06-02 I handed a room full of go-to-market leaders a single prompt and a blank screen. Sixty seconds later, a fully playable Snake game existed. Arrow keys worked. Snake grew. Somebody died on the first move and the whole room lost it. Then nobody stopped at Snake. Within ten minutes, people who would never call themselves technical were shipping branded software and cackling. That is the moment I chase every time I teach AI. Because the game was never the point. The point is the shift. And once you feel it, you cannot unfeel it. Play the game that started it all at snake.crysblack.com, then come read why I always start with something useless on purpose. Read the full article on LinkedIn → --- ### The AI Story I Want to Tell More Often Source: https://crysblack.com/the-ai-story-i-want-to-tell-more-often/ · 2026-05-26 He’s 21. First real job. Cash register. And every transaction felt like a test he hadn’t studied for. On the drive home from a weekend in the mountains, I built him a practice game. Twenty minutes in the passenger seat, Lovable app open, my boyfriend driving and tossing in suggestions to make it harder and more fun. It took that long only because we kept adding things. cash-critter-practice.crysblack.com is the result. Try it, share it, steal the idea. But the bigger thing I want to talk about is this: the best AI applications aren’t always the ones with the biggest ROI. Sometimes they’re the ones where you look at someone you love and think, “I finally have the ability to help with that.” And then you just… do it. In twenty minutes. In a car. Our families, our communities, the people just starting out — they deserve our ingenuity too. I wrote about it on LinkedIn, including a dare I’m throwing at anyone who reads it. Read the full article on LinkedIn → --- ### The Harassment Tax: What Women Pay to Be Visible in AI Source: https://crysblack.com/the-harassment-tax-what-women-pay-to-be-visible-in-ai/ · 2026-04-27 A woman stops posting. She skips the panel. She keeps the AI experiment private. She decides the inbox is not worth it this time. That is the harassment tax. And most leaders are not even aware they are charging it. I have been watching this pattern for a while. When Reese Witherspoon told women on Instagram to learn AI and got torched for it, I could not stop thinking about what the backlash was about. Not the celebrity angle. The double bind it exposed. So I wrote about it for my Human Input column at Colorado AI News. The piece covers the gender gap data (it is not great), the mental spreadsheet women run before becoming visible, and why what looks like hesitation is often intelligence. It also includes two women I have enormous respect for: Susan Frew, AI keynote speaker and author of RECODED, and Melissa Reeve, founder of Hyperadaptive Solutions and author of Hyperadaptive. And it ends with five things leaders can do. Because “women need more confidence” is not the answer I am interested in giving. Read the full piece at Colorado AI News. --- ### What the Vibe Games Taught Me About Play, Personas, and Creativity Source: https://crysblack.com/what-the-vibe-games-taught-me-about-play-personas-and-creativity/ · 2025-07-25 Sometimes the best lessons about AI and creativity don’t come from a boardroom, they come from play. At a recent event called The Vibe Games, I jumped on stage to “vibe code” live in front of a room full of product leaders. The twist? I had to build personas and tell stories… with dad jokes. What happened surprised me and taught me something powerful about creativity in business. Key Takeaways 1. Play is a Learning Engine We don’t learn by waiting for the “perfect” budget or timeline. Tools like GPTs and no-code builders let us test, tweak, and create on the fly. That kind of experimentation feels like play but it’s also how breakthroughs happen. 2. Personas Unlock Perspective Prompting isn’t just technical; it’s about perspective. Using personas helped me (and the audience) see problems through different lenses, a skill every startup team needs when building for real users. 3. Community Fuels Creativity The best part wasn’t the dancing gopher (yes, there was one), it was the energy of the community. Events like these remind me that AI isn’t just about tools; it’s about people supporting, challenging, and inspiring each other. I vibe code to show that these tools aren’t reserved for engineers or prompt whisperers. They’re for anyone with an idea. When we treat AI as a partner in play, we move faster from “what if” to “look what we just built.” Curious about vibe coding, or want to see the full Caddyshack-inspired moment? Read my full LinkedIn article. --- ### How to Stay on Top of AI Without Burning Out Source: https://crysblack.com/how-to-stay-on-top-of-ai-without-burning-out/ · 2025-05-06 If you’re a founder or operator, you’ve probably felt it: the AI news cycle never stops. New tools, new launches, new hot takes every day. The truth is, you don’t need to keep up with everything. You just need a filter. Here’s how I build mine, and how you can too. 3–4 Key Takeaways (condensed from LinkedIn): - Follow the Right People, Not Everyone. Thoughtful leaders like Liza Adams, Andy Crestodina, Christopher Penn, and Ethan Mollick share practical, strategy-first insights instead of hype. - Curate Your Listening. I rely on podcasts like Marketing AI Institute’s show to distill what matters for marketers and operators without drowning in the technical weeds. - Make Newsletters Work for You. SmarterX and Almost Timely News are two examples that consistently translate breaking AI news into actionable context for business leaders. - Find Local (or Virtual) Communities. For me, groups like Rocky Mountain AI Interest Group and Women in AI Colorado keep me grounded and challenged. Wherever you are, there’s likely a peer community worth tapping into. The trick isn’t to consume more, it’s to curate better. Each month, I check in with my sources, spot the patterns, and ask one question: what does this mean for early-stage founders and marketing leaders? That filter keeps me focused on the signal, not the noise. Want the full list of sources and communities I rely on? Read my original LinkedIn article. --- ### From Idea to App: How I Built a TCO Calculator with Vibe Coding (No Dev Team Required) Source: https://crysblack.com/from-idea-to-app-how-i-built-a-tco-calculator-with-vibe-coding-no-dev-team-required/ · 2025-04-08 What if you could take a product idea and turn it into a working app without a dev team, a sprint plan, or a six-figure budget? That’s exactly what I did when I built a Total Cost of Ownership (TCO) calculator using a method called vibe coding treating an LLM as a creative partner, not just a tool. Here’s how I approached it, what I learned, and why it’s a game-changer for anyone who thinks they’re “not technical enough” to build. What is Vibe Coding? Vibe coding flips traditional development: you don’t start with frameworks or repos, you start with the experience you want. Through iterative prompts, you shape an app into existence. It forces clarity in plain language, and it makes building accessible to non-engineers. My 3-Window Build Process 1. Concept — Test Feasibility One short prompt (“Build me an ROI calculator…”) returned a working UI. Not perfect, but enough to prove the concept and show me what was possible. 2. Build — Define Requirements With a clearer idea, I specified layout, UX notes, and logic. The app expanded quickly — but the model also got tangled, forgetting earlier logic. Thread sprawl was real, and it became clear I needed a reset. 3. Final — Clean Slate, Clear Prompt Armed with lessons learned, I wrote a structured, plain-language spec: features, inputs/outputs, screenshots, UX rules. The LLM delivered an output shockingly close to my vision. With a few tweaks, the app was live. Why It Matters (Especially If You Don’t Code) This wasn’t about clever hacks. It was about solving a real problem without burning months or budgets. Vibe coding turned the LLM into a collaborator, a junior dev who could take business context and turn it into working syntax. For non-technical founders, marketers, and operators, this approach puts power back in your hands. Takeaways for First-Timers - Don’t try to do it all in one thread — reset often. - Let prototypes guide requirements; you’ll learn what you need by seeing it. - Treat the LLM like a junior dev: clear specs in, better results out. - When the thread breaks, start fresh with better instructions. What might have taken $25k and months of engineering effort now took me a few sessions, prompts, and adjustments. The lesson? We’ve never had more power to turn ideas into apps on our own terms. If you’ve been waiting to test your concept, this is your sign to just start. Want the full story including my prompts? Read the original article on LinkedIn. --- ### Embracing the AI Revolution in Marketing: A Glimpse into the Future Source: https://crysblack.com/embracing-the-ai-revolution-in-marketing-a-glimpse-into-the-future/ · 2024-02-01 Just read this insightful piece by McKinsey on the transformative potential of generative AI. It’s a must-read for anyone interested in the future of productivity and innovation: The Economic Potential of Generative AI. In 2019, McKinsey predicted AI in sales and marketing could add $1.4-$2.6 trillion in business value with most of that coming from sales and marketing. In this article from June of last year, post launch of ChatGPT and other generative AI tools, that number exploded to $2.6-$4.4 trillion annually. That’s staggering. In the world of marketing, AI is not just a buzzword; it’s a game-changer. Teams are already stretched thin and AI will augment all kinds of ways we do sales and marketing. Today, we’re seeing some of the most common and impactful uses of AI in content creation. Whether it’s blogs, social media posts, emails, or ads, AI is playing a pivotal role. The ability to generate personalized content at scale is nothing short of revolutionary. Personalization, powered by AI, allows us to create more relevant and engaging experiences for each customer, significantly enhancing the effectiveness of our marketing efforts. But AI’s magic doesn’t stop there. The automation of campaigns, testing, data synchronization, and workflows is streamlining our marketing processes like never before. These tools are not just about efficiency; they’re about enabling us to focus on what really matters – creativity and strategy. Speaking of strategy, my favorite use of AI in marketing is in the realms of strategy and analytics. From conducting win-loss reviews to predicting customer retention, from competitive analysis to ideation for Go-To-Market strategies and competitive positioning – AI is a powerful ally. It offers insights that were previously inaccessible, helping us make more informed decisions and stay ahead of the curve. Let’s not forget other emerging applications of AI in marketing, such as chatbots for customer service, voice search optimization, and image recognition for social media monitoring. These tools are further expanding the landscape of what’s possible in marketing. As I gear up for my talk at Elon University on AI and The Future of Work: Mastering New Realities in Your Career, it’s clear that AI is not just transforming how we work; it’s redefining the very essence of marketing strategies. The future is here, and it’s powered by AI. Register --- ### My Latest Podcast Appearance on “Content Strategies” – Insights into Building Aligned GTM Infrastructures Source: https://crysblack.com/my-latest-podcast-appearance-on-content-strategies-insights-into-building-aligned-gtm-infrastructures/ · 2023-12-27 I’m thrilled to share with you my recent experience as a guest on the “Content Strategies” podcast. In this episode, I had the opportunity to delve into a topic that’s close to my heart and crucial in today’s business landscape: building aligned go-to-market (GTM) infrastructures. A Glimpse into My Journey As many of you know, my background spans across technology, photography, and English, and it’s this diverse experience that has enriched my understanding of marketing in different contexts. Through my involvement with various startups and growth-oriented companies, I’ve witnessed firsthand the challenges and successes that come with establishing an aligned GTM structure. Key Takeaways from the Episode In our discussion, I explored several critical aspects of GTM strategies: - The Importance of Aligned Goals: I emphasize the mantra, “First is aligned goals. If we don’t have aligned goals, we can’t succeed.” This sets the foundation for any successful GTM strategy. - Leadership’s Pivotal Role: I share insights on how CEOs and other top executives play a key role in creating and maintaining this alignment. - Transparency and Quality Content: We discuss how these elements are crucial in empowering sales teams and enhancing customer engagement. A Data-Driven Perspective I also touched upon the significance of tracking ROI in GTM structures. By utilizing dashboards and reports that track engagement and intent data, teams can better assess their marketing and sales strategies’ effectiveness, allowing for timely and effective adjustments. --- ### Joining the GTM Ambassadors: A New Chapter in Shaping the Future of Marketing Source: https://crysblack.com/joining-the-gtm-ambassadors-a-new-chapter-in-shaping-the-future-of-marketing/ · 2023-07-11 I’m thrilled to announce that I have joined the ranks of the GTM Ambassadors, an esteemed collective of go-to-market leaders initiated by GTM Partners. This group isn’t about promoting a single technology or brand—it’s about championing a vital shift in perspective. We’re advocating for a movement that recognizes a fundamental truth: your challenges aren’t isolated to marketing, sales, customer service, or product alone—they reflect a broader go-to-market problem. In the early days of the World Wide Web, I found myself programming at Virginia Tech, an experience that unknowingly laid the foundation for my journey ahead. This technical foundation, coupled with a move to Silicon Valley and a dive into the world of marketing at an early-stage startup, set the stage for my diverse, fulfilling career in marketing technology. My subsequent roles have provided me with invaluable experience and insight. As VP of Marketing at Origin AI, I’m currently spearheading marketing strategies for a pioneering company transforming WiFi signals into innovative WiFi Sensing technology. Prior roles at Aizon, Saama Technologies, and APTARE have allowed me to develop effective marketing analytics infrastructure, drive transitions to respected SaaS platforms, and lead successful rebranding and global expansion initiatives. These experiences have fortified my belief in the GTM movement. I’ve seen first-hand how a comprehensive and coordinated go-to-market strategy can dramatically impact a company’s success, transcending the traditional silos of marketing, sales, customer service, and product development. This new role as a GTM Ambassador offers me an exciting opportunity to share the best practices I’ve learned, contribute to the GTM movement, and help other marketers navigate the ever-changing terrain of the marketing world. I believe that GTM Partners brings us back to a time when marketers had a sharper, more pertinent focus—a focus that has often been blurred in the wake of acquisitions and the growth of larger analyst communities. I’m delighted to stand alongside my fellow GTM Ambassadors, all of us unified by a commitment to illuminate and overcome the challenges inherent in go-to-market strategies. Please join us in this journey, follow our insights, and become part of the future of the GTM movement. In the words of the GTM Partners founder, “You don’t have a marketing problem. You don’t have a sales problem. You don’t have a CS problem. You don’t have a product problem. What you have is a go-to-market problem.” And together, we are here to solve it. --- ### Harnessing ChatGPT: Transforming B2B Marketing Practices Source: https://crysblack.com/harnessing-chatgpt-transforming-b2b-marketing-practices/ · 2023-06-20 Are you intrigued by the buzz around AI in the marketing world but unsure where to start? Are you keen on understanding how AI can revolutionize B2B marketing, and more specifically, how you can leverage it in your own strategies? I’ve just published an insightful new blog post with the folks at CampaignStars that explores the incredible potential of ChatGPT, one of the leading AI language models. It’s no secret that AI can streamline our operations, boost productivity, and even outperform humans in specific tasks. But how can you translate these benefits into tangible marketing outcomes? In this post, we dive into five key applications of ChatGPT in B2B marketing: from enhancing customer interaction to aiding in sales enablement. We delve into practical examples, share tips for effective interaction with the AI, and even provide prompt ideas to help you get started. Whether you’re a seasoned B2B marketer or you’re just getting started with AI, our latest post is a must-read. Don’t miss out on the opportunity to elevate your marketing strategies with AI. Dive in now to uncover the potential of AI for B2B marketing. --- ### Steal These Prompts! Source: https://crysblack.com/steal-these-prompts/ · 2023-04-05 Excited to join Loren Greiff for her LinkedIn Live session on using prompts and ChatGPT to accelerate your job hunt content. Loren’s sessions are jam packed and fast paced! Take a look at the on-demand recording! https://www.linkedin.com/video/event/urn:li:ugcPost:7048734242477932544/ --- ### 5 Steps Needed to Create Great Tech Products Source: https://crysblack.com/5-steps-needed-to-create-great-tech-products/ · 2023-03-14 I’m thrilled to have been featured in The Product Manager in their Inspirational Women Leaders of Tech series, where I shared my insights on the 5 Steps Needed to Create Great Tech Products. I believe that building tech products that people love requires a deep understanding of people as well as the ability to disrupt ourselves regularly. Thanks, Hannah, for a wonderful discussion! Take a look at the video which was created in conjunction with the article. Authority Magazine 5 Things Video --- ### Expanding Your Existing Customers Source: https://crysblack.com/expanding-your-existing-customers/ · 2023-03-09 I was so excited to join Field Marketing Association for their workshop on, “Becoming Revenue Champions: Expanding Your Existing Customers.” I got to spend time with Palo Alto Networks and Spire to discuss how marketing helps retain and expand existing customers. As marketing departments are shrinking and budgets are tight, there is some practical advice from great industry leaders! Field Marketing Association – Becoming Revenue Champions Expanding Your Existing Customers --- ### What’s Your Tech Stack? Source: https://crysblack.com/whats-your-tech-stack/ · 2023-03-06 I always appreciate the Peak Community and the great team there and was honored to participate in their panel on, “What’s Your Tech Stack” recently. Take a look as I join Caroline Lobos to discuss marketing tech stacks and how they differ between large companies and earlier stage startups. In this panel, we discussed the marketing tech stack and why certain decisions were made. I approached this panel as a marketing advisor for seed-stage startups, discussed how small companies can have sophistication even with a small budget and limited tech stack. I focused on building the foundation for marketing, sales, and customer success and used my most recent start-up experience to reinforce what we can expect and what we can’t from building the foundational elements of a tech stack, especially in account-based marketing. --- ### First Place for Adaptic Health Source: https://crysblack.com/first-place-for-adaptic-health/ · 2022-10-28 I’m so excited for Adaptic Health and CEO, Luke Stewart, for his awesome presentation that brought Adaptic 1st Place in BMTT’s Pitch Competition. They were among great company of other entrepreneurs trying to overcome some of the industry’s biggest challenges. If you don’t know Adaptic Health yet, check out their web site! --- ### Building for the Win – How and when to grow your Marketing team Source: https://crysblack.com/building-for-the-win-how-and-when-to-grow-your-marketing-team/ · 2022-06-03 So excited to join the Peak Community to be a panelist on this webinar. Depending upon your company type (seed, series A-E/IPO), building out your team at each stage poses its on benefits and challenges. Having the right team members, as well as position prioritization, can make or break the success of your team – and the company’s bottom line. I joined Gaurav Bhatia, CMO at PenFed, Lisa Sharapata, CMO at BoostUp.ai, and Mudassar Malik, Vice President of Marketing at mobilLIVE Inc., as we took a look at: – Factors that drive team growth – How to prioritize roles you should fill, and at what stage – Team build do’s and don’ts --- ### Women Have Always Been Powerful Source: https://crysblack.com/women-have-always-been-powerful/ · 2022-02-01 I’m excited to have been selected to join what might be the most powerful network of women in the country. Chief is a private network built to drive more women into positions of power and keep them there. Chief is the only organization specifically designed for senior women leaders to strengthen their leadership journey, cross-pollinate ideas across industries, and effect change from the top-down. I’m humbled and honored to be included with this amazing group of women. --- ### Optimize Yield though Data Centralization and Process Visibility Source: https://crysblack.com/optimize-yield-though-data-centralization-and-process-visibility/ · 2021-03-16 So excited to present with Honeywell’s Tiffany Barnes for this joint webinar. In the increasingly complex world of pharma manufacturing, data is everything, but many are still operating in data silos. Analyzing data from disparate sources along the manufacturing line, even in GxP environments, can provide insights that help improve overall process efficiency. Join this webinar to learn how breaking data silos and using batch visualization technologies can help you improve yield, reduce release cycle times, and bring product to the market faster. Watch the webinar on demand! Link will take you to Pharma Manufacturing’s website who is hosting this content. --- ### AI IRL Podcast Episode 20: Can AI Save Billions in Clinical Research Costs? Source: https://crysblack.com/ai-irl-podcast-episode-20-can-ai-save-billions-in-clinical-research-costs/ · 2019-05-20 So excited to sit down with Ryan Lester on his AI In Real Life podcast to provide some real world context on where AI is helping the clinical development life cycle. There is a lot of great things happening in AI right now and I’m so excited to share what Saama is doing to help pharma bring drugs to market more quickly using the latest in technology. UPDATE: AI IRL is no longer active so I have copied the content here. The original can be found on the Way Back Machine. Here is the recording. AI IRL PODCAST EPISODE 20: CAN AI SAVE BILLIONS IN CLINICAL RESEARCH COSTS? When the cost of drug development has increased a few hundred fold, how do you find a way to cut expenses and time? AI to the rescue. AI is poised to make a major change in the economics of medical research, according to Crystal Black, Director of Marketing Programs for Saama Technologies, a unified, AI-enabled clinical data analytics platform. “We’re geared toward the mission of helping pharma companies save lives faster. We believe that trends, data, and analytics can help with that.” Saama’s primary purpose is to work with life sciences and pharma companies to deliver impactful outcomes from complex data as well as machine-augmented, AI-enabled analytics to drive new types of user experiences. These experiences include conversational interfaces similar to Siri that can do a deep data dive. The Natural Language Understanding (NLU) engines allow users to quickly find information without having to go through mountains of data tables and dashboards. This requires bringing in data from different areas and ensure it’s harmonized which can be extremely difficult.   But AI can take the data in Excel files with pivot tables and produce actionable insights in 15 minutes instead of 15 days of data crunching in a spreadsheet. Bringing Down Drug Costs “Drug development costs are skyrocketing. Just a few decades ago, the cost to run a clinical trial was $30 million. Today it’s more like $3 billion. It’s crazy.” Costs are rising in part due to inefficiencies in how the industry is processing the data. “The data issues fall into a couple of areas,” said Black. “Too much data, as well as not enough data.” The tonnage of data is mind-boggling: - Patient monitoring devices produce over 86,000 readings per day. - By 2025, 70% of clinical trial participants will be using wearable technology, creating even more data. - There are 2 billion data points in a typical phase two trial that runs for six months with a hundred patients. That equals 200 billion data points. On the “too little data” side, 80% of healthcare data is unstructured. That unstructured data goes untapped and that creates delays within patient recruitment, site inefficiencies, issues with patient engagement, and retention. These can add years to a trial. Saama is trying to help pharma companies tease out the wisdom that’s sitting in biomedical texts and medical notes. This is an area where AI is particularly helpful. Using NLU, the AI parses all of that unstructured data and formats it into structured data that can be analyzed and centralized where researchers can start to find meaning. Properly organizing the information can help researchers quickly find the right principal investigator and the right patients for clinical trials. Finally, you can also use collective insights from historical trials to modify current and future protocol designs. These insights from past field trials can be useful to avoid repeating errors, omissions, or even safety concerns. --- ### How AI Is Helping Market Products That Ultimately Save Lives Source: https://crysblack.com/how-ai-is-helping-market-products-that-ultimately-save-lives/ · 2018-11-05 So honored to have joined MRP as a guest on their latest episode in our Artificial Intelligence for B2B Marketing podcast. Discussing what it means to be using NLU (Natural Language Understanding) to capture data in the language of nurses and doctors, we then look to turning that data into usable analytics. https://www.mrpfd.com/resources/how-ai-is-helping-market-products-that-ultimately-save-lives/ --- ## Contact Let’s Connect Whether you’re exploring fractional CMO support, AI enablement for your team, or just want to talk strategy — I’d love to hear from you. Fill out the form below and I’ll get back to you within one business day. Prefer email? crys@crysblack.com - Email: crys@crysblack.com - LinkedIn: https://www.linkedin.com/in/crystalblack/ - Book time: https://app.usemotion.com/meet/crys-black/crys-speaks