Go-to-Market & Distribution
13AI product distribution, pricing, GTM strategy, and market dynamics
Go-to-Market & Distribution
How AI products actually reach customers — and the patterns that determine whether they get used.
The Position
Distribution is the most common failure mode for AI startups. Not the model. Not the product. Distribution. The teams that win combine strong product-market fit with sustained GTM investment — and resist the temptation to spread AI across too many use cases at once.
Key insights across episodes in this theme:
- 3.5 beats 6.1. BCG found that enterprises running 3.5 concentrated AI use cases produce 2.1x greater ROI than those running 6.1. Concentration beats dispersion.
- Pricing is the unsolved problem. Nobody has pricing figured out. Usage-based, seat-based, outcome-based — each has failure modes.
- Platform gravity is real. Building adjacent to a platform company's roadmap means your exit is likely an acqui-hire that kills your product.
Articles
13
Meta Is the Cautionary Tale About AI Every Founder Needs to Remember
Apple Turns 50: 50 Ways It Could Use AI in Ways Only Apple Can
The Free Ride Is Over: AI Economics Is Now Your Most Important Strategy Decision
How Tim Cook Is Leaving Apple Points to the Future of AI
Will Claude Design Replace Figma? Why the Source of Truth for Design Matters More Than Generation
The Internet Is Being Re-Intermediated. Adobe's Data Shows How Fast.
SEO Had 25 Years of Certainty. HubSpot Shipped Their Vision for AEO.
Microsoft's Copilot Problem Isn't Adoption. It's Coerced Adoption.
Anthropic Is No Longer a Model Company
Why AI Capability Is No Longer Defensible — and What Product Teams Should Build Instead
The Browser Is the New Battleground: How AI Is Moving Out of Chat and Into Your Life
Every CEO Will Post a Layoff Notice Like This. Here Is Why.
Episodes: Go-to-Market & Distribution
208. The Most Important Data Points in AI Right Now
18:156. Robert Brunner Was the Secret to Beats' & Apple's Success — Now He's Redefining AI for the Physical World
44:415. The Human Impact of AI We Need to Measure [Helen & Dave Edwards]
57:242. Five steps to defend your AI product value
34:3050. Designing AI for 2026: Trust, Cost, Orchestration [Yaddy Arroyo]
44:3248. AI Trap: Hard Truths About the Job Market
30:1846. The AI Commercialization Playbook: Stop Selling Tech, Start Delivering Value [Jessica Randazza Pade, Neurable]
44:3045. Agentics: Rebuilding How We Think, Work, and Create with AI [Kwame Nyanning, Author of Agentic]
44:5544. AI Won’t Save Your Product—Discovery Will [Teresa Torres - Product Talk]
43:4743. Play Unlocks the Next Billion‑Dollar AI Market [Michelle Lee, IDEO]
41:4742. HubSpot’s Head of AI on How AI Rewrites Customer Acquisition & Marketing
45:4541. Vibe Coding Will Disrupt Product — Base44’s Path to $80M Within 6 Months
41:2740. Secrets to Successful Agents: Atlassian’s Strategy for Success
47:3939. The Intelligence Layer That Unlocks Your Business' Biggest Problems [Jochem van der Veer, TheyDo]
41:5938. Co-Designing the Future of AI Products [Savannah Kunovsky, IDEO]
33:5237. Emotional AI will Transform Sales, Support & Training [Paula Petcu, Interhuman AI]
50:2736. Apple's Intelligence Shocks AI and How to Harness Power of Deep Research
20:1535. How AI Expands Creativity & Innovates Design [Tuhin Kumar, Luma, ex Apple Airbnb, Facebook]
33:5434. Bullshit Mountain: Unmasking AI's Empty Promises w/ The AI Con authors Emily M. Bender & Alex Hanna
54:1833. Rating AI Design to Code Products + Hacks for ChatGPT & Claude [Roger Wong]
34:21Organizations
Anthropic
AI safety company and developer of the Claude family of large language models. Founded in 2021 by Dario and Daniela Amodei, former OpenAI executives. Anthropic launched Claude Managed Agents in April 2026, signaling a shift from model provider to platform company.
HubSpot
CRM and marketing platform that launched the first dedicated Answer Engine Optimization (AEO) tool at its Spring 2026 Spotlight, tracking brand visibility across ChatGPT, Perplexity, and Gemini. Available standalone at $50/month.