The AI Founder's Go-to-Market Playbook
Welcome to my GTM guide for AI founders. Traditional playbooks weren't built for the speed and nuance of AI. This framework is your strategic co-pilot, designed to help you navigate the 25 primary GTM channels. It is my attempt to modernize the Traction framework devised by Gabriel Weinberg and Justin Mares in 2015. I also took from my experience as a Strategic Startups Customer Engineer at Google these last 5 years.
Bullseye Framework 101
This table isn't just a menu; it's a component of a dynamic process. The goal is to find your single most effective channel and focus on it. Think of this as an iterative process, just like product development. You are searching for product-channel fit .
Step 1: Brainstorm (The Outer Ring): Go through all 25 channels. Brainstorm at least one reasonable, concrete idea for how your startup could use each one. This prevents premature optimization and opens your mind to non-obvious possibilities.Step 2: Test (The Middle Ring): Select your 3-5 most promising channels from your brainstorm. Run cheap, fast, and measurable tests on each one to get real-world data. Don't rely on gut feelings alone.Step 3: Focus (The Bullseye): Identify the single channel from your tests that shows the most promise. This is your bullseye. Direct all your energy, resources, and creativity into optimizing this channel until you have saturated it.
How to Use This Playbook:
As a founder, your resources are finite. This guide is structured to mirror your decision-making process.
Review the Table of Contents: Get a high-level overview of the GTM categories and channels.Jump to a Category: Use the links to navigate to a relevant section.Analyze Channels: Within each category, review the individual channels. Use the filters (Best For, Effort, Cost) to prioritize what's relevant for you right now .Get Inspired: Look at the Examples and the How They Used It blurb to see who is winning with each channel.
Companies & Tools Featured
A Note on Frameworks: This playbook is heavily inspired by the Bullseye Framework from Gabriel Weinberg and Justin Mares' seminal book, Traction . While their framework is a timeless starting point for any startup, this guide adapts and extends it specifically for the unique challenges and opportunities of building in the fast-paced world of AI. We've updated the channels and added an AI-specific lens to the strategies.
Community & Product
Channel
Description
Best For
Effort
Cost
Key Metrics
Trap to Avoid
Tools
Logo
Example
How They Used It
Product-Led Growth (PLG) The product itself drives user acquisition through a compelling free tier or self-service trial.
All (esp. B2B, DevTool)
High Medium Activation Rate, Free-to-Paid %
Giving away too much value in the free tier, leaving no compelling reason to upgrade.
Pendo, Amplitude
Perplexity AI Offered a powerful, free search product that became an indispensable utility, driving users to their paid "Pro" tier.
Community-Led Growth Fosters a vibrant community (e.g., on Discord) that becomes the primary engine for feedback, support, and organic growth.
DevTool, B2C
Medium Low Active Members (DAU/MAU), Contributions
Treating the community like a broadcast channel. It's a two-way street; listen more than you talk.
Discord, Slack
LangChain Built one of the most active Discord servers in AI, making it the central hub for developers to learn and get help.
Waitlist Hype Builds massive anticipation and an initial user base before launch through an exclusive, often viral, waitlist.
B2C, DevTool
High Medium Waitlist Velocity, Social Mentions
A buggy or underwhelming launch day experience that destroys all the pre-built anticipation.
Viral Loops, Typeform
Robinhood Built a waitlist of nearly 1 million users by gamifying referrals, letting users move up the line for early access.
Engineering as Marketing Builds free tools and open-source models that solve problems for developers, creating a funnel to paid products.
DevTool, B2B
Medium Low # of Stars/Forks, # of API calls
Building a cool tool that doesn't solve a painful, validated problem for your target audience.
GitHub, Vercel
Together AI Released high-quality open-source models and an inference stack, establishing credibility and attracting developers to their paid API.
Viral Marketing Designs the product where performance or output is so impressive users are compelled to share it, creating organic buzz.
DevTool, B2B, B2C
Medium Low Demo Shares, Social Mentions
Confusing a one-time viral spike with a sustainable, product-driven growth loop.
X, Built-in Demos
Groq Their public demo showcasing mind-blowing inference speed went viral on X, generating massive developer interest overnight.
Viral Loops Builds self-perpetuating mechanisms into the product, such as referral bonuses or collaborative features.
B2C, B2B
Medium Low Referral Invites Sent, New Users
Asking for a referral before the user has experienced the core "aha!" moment of your product.
ReferralCandy, PartnerStack
Gamma Offered users extra credits for referring new users, creating a simple, effective incentive loop to drive growth.
Channel
Description
Best For
Effort
Cost
Key Metrics
Trap to Avoid
Tools
Logo
Example
How They Used It
Search Engine Optimization (SEO) Creates authoritative content optimized to be a primary source for AI-powered search engines and LLMs.
All
Medium Low Organic Traffic, High-Intent Keywords
Chasing high-volume vanity keywords instead of high-intent keywords that signal a problem.
Ahrefs, SEMrush
Jasper Dominated early search results for "AI writer" and related keywords, capturing massive inbound interest.
Content Marketing Educates the market with high-quality documentation, research, blog posts, and case studies.
All
Medium Low Signups from Content, Time on Page
Writing about your product features instead of your customers' problems and solutions.
Notion, Ghost
Google DeepMind Publishes industry-leading research papers and technical blogs, establishing themselves as the authority in AI research.
Short-Form Video & Audio Uses TikTok, Reels, etc. to capture attention with "building in public" content, demos, and thought leadership.
B2C, B2B
Medium Low Views & Engagement, Website Clicks
Trying to go viral with trends instead of creating genuinely helpful or impressive content.
TikTok, Descript
Blotato The founder authentically documents the startup journey on TikTok and X, building a loyal following.
Public Relations (PR) Shapes the public narrative and establishes executives as thought leaders on key AI trends and ethics.
B2B, B2C
Medium High High-Authority Backlinks, Share of Voice
Paying a costly PR agency before you have a clear, compelling story to tell.
Muck Rack, Cision
Anthropic Positioned themselves as the safety-conscious AI research lab, creating a strong brand narrative in the media.
Unconventional PR Executes memorable "intelligence stunts" or creative drops that generate massive organic buzz and media coverage.
B2C, B2B, DevTool
High Medium Media Mentions, Social Buzz, # of Participants
Executing a stunt that is clever but doesn't clearly communicate your product's core value.
Creative strategy
Bolt Organized the 'largest AI hackathon ever,' a massive event that attracted thousands of developers and instantly established them as a key player.
Speaking Engagements Establishes thought leadership by securing speaking slots at key industry conferences to share unique insights.
B2B, DevTool
Medium Medium Leads from Event, Audience Questions
Giving a sales pitch on stage. Instead, teach something valuable and earn the audience's trust.
PaperCall.io
LangChain The founder, Harrison Chase, is a constant presence at AI events, making him the face of the LLM developer movement.
Channel
Description
Best For
Effort
Cost
Key Metrics
Trap to Avoid
Tools
Logo
Example
How They Used It
Search Engine Marketing (SEM) Captures existing intent by targeting users actively searching for solutions on platforms like Google.B2B, B2C
Medium High CAC, LTV, ROAS (Return on Ad Spend)
Scaling ad spend before you have a clear understanding of your ideal customer and unit economics.
Google Ads
Writesonic Bids on high-intent keywords like "AI content generator," directly competing for customers against Jasper and others.
Social & Display Ads Creates new demand by targeting users based on interests and profiles, interrupting their feed to build awareness.B2C, B2B
Medium High Cost per Lead (CPL), CTR
Targeting a broad audience instead of obsessively narrowing down to a niche that feels the pain.
Meta/LinkedIn Ads
Copy.ai Runs targeted ads to writers, marketers, and founders on platforms like Facebook and LinkedIn.
Channel
Description
Best For
Effort
Cost
Key Metrics
Trap to Avoid
Tools
Logo
Example
How They Used It
Sales Augments the sales team with AI tools for lead scoring, personalized outreach, and real-time insights.
B2B
High High ACV (Annual Contract Value), Win Rate
Hiring a sales team before you, the founder, have personally closed the first 10-15 deals.
Salesforce, Gong
Glean Deploys a sophisticated enterprise sales team to sell their high-ACV AI search product to large companies.
Email Marketing Uses AI to automate and personalize email campaigns based on user behavior, optimizing content and send times.
All
Low Low Open Rate, Click-Through Rate
Sending generic marketing blasts instead of behavior-triggered, personalized emails.
Customer.io
Rewind AI Masterfully used email to nurture their massive waitlist, keeping users engaged until launch day.
Targeting Blogs Uses AI to identify and personalize outreach to niche blogs and newsletters with highly engaged, relevant audiences.
All
Medium Low Response Rate, # of Demos/Signups
Sending a generic, templated outreach email. Personalize every single one.
BuzzSumo, Hunter
beehiiv Grew by targeting Substack writers and influential creators, convincing them to switch platforms.
Channel
Description
Best For
Effort
Cost
Key Metrics
Trap to Avoid
Tools
Logo
Example
How They Used It
Cloud Marketplaces Integrates with AWS, Azure, or GCP marketplaces to simplify procurement and billing for enterprise customers.
B2B
High Medium Revenue from Marketplace, Deployments
Underestimating the technical and security requirements needed to get listed and stay current.
AWS Marketplace
Pinecone Is listed on AWS & GCP, making it frictionless for enterprises to purchase and deploy their vector database.
Influencer & Creator Ecosystems Partners with tech influencers on platforms like YouTube to produce authentic tutorials and reviews for niche audiences.
DevTool, B2C
Medium Medium Referral Traffic, Direct Conversions
Dictating the creative to an influencer. Trust them to know their audience and give them freedom.
Grin, Upfluence
Runway Empowered AI artists and video creators to showcase the platform's power, turning them into evangelists.
Business Development Forges strategic alliances with companies that offer complementary technologies or have access to large user bases.
B2B
High Medium # of Qualified Leads from Partners
Seeking partnerships with large companies too early. Focus on partners your own size first.
Crossbeam
Mistral AI Secured a key strategic partnership with Microsoft Azure for massive distribution and enterprise credibility.
Affiliate Programs Incentivizes developers and creators in the AI ecosystem to refer new customers through a commission-based structure.
B2C, B2B
Medium Medium # of Active Affiliates, Revenue/Affiliate
Launching a program and expecting affiliates to show up. You need to actively recruit them.
PartnerStack
AssemblyAI Offers a partner program for developers who build applications on top of their speech-to-text API.
Existing Platforms Builds apps and integrations for platforms where users already work, like Slack, Figma, or VS Code.
All
High Low # of Installs/Integrations, Active Users
Building a shallow integration. A great integration feels like a native part of the host platform.
Postman, SDKs
Ollama Integrates seamlessly with tools like Docker and has a popular VS Code extension, meeting developers where they are.
Channel
Description
Best For
Effort
Cost
Key Metrics
Trap to Avoid
Tools
Logo
Example
How They Used It
Trade Shows Offers high-touch, interactive experiences at industry events with live AI demos, workshops, and hackathons.
B2B
High High # of Qualified Booth Leads, Cost per Lead
Just scanning badges. Your only goal should be to book qualified meetings for the following week.
Bizzabo, Cvent
Together AI Maintains a significant presence at major AI and developer conferences to engage with high-value enterprise customers.
Offline Events Fosters a strong local community by hosting or sponsoring meetups, workshops, and hackathons for direct user engagement.
DevTool, B2B
Medium Low # of Attendees, Quality of Conversations
Hosting an event without a clear goal. Is it for recruiting, user feedback, or lead generation?
Luma, Meetup
Luma As a tool for events, they "dogfood" their own product, hosting and sponsoring events to build their community.
Offline Ads Bridges the physical and digital worlds by using offline media to drive traffic to an interactive AI-powered experience.
B2C, B2B
Low High Direct Traffic from URL/QR, Brand Recall
Spending money on offline ads without a clear, measurable call to action.
QR Code Gen
Scale AI Runs hyper-targeted billboard campaigns in airports (like SFO) to reach tech executives and VCs—their ideal enterprise customers.
Find a channel missing? Have a better example? Disagree with a take? I'd love to hear from you.
