Skip to content
Y Combinator (Hamilton Helmer & The Lightcone Team) (aca YC)The 7 Most Powerful Moats For AI StartupsThis is the gold standard. They take Helmer’s classic “Seven Powers” and apply it directly to the AI era. Process power and counter-positioning are the standouts here.NFX (Pete Flint)How AI Companies Will Build Real DefensibilityFlint introduces the “Motte-and-Bailey” strategy. Speed and distribution are your temporary wooden fort (the bailey), buying you time to build network effects and deep embedding (the stone motte).Bessemer Venture Partners (BVP)Building Vertical AI: An Early Stage Playbook for FoundersBVP drops a massive 10-principle playbook. They argue the best technical moats come from multimodality and solving hyper-specific, nuanced workflows.Andreessen Horowitz (a16z)Trading Margin for Moata16z is pushing “services-led growth.” The idea? Use forward-deployed engineers to replace human workflows, capture the data, and eventually become the System of Record.Elvia Perez (Synthesis)Defensibility in the Age of AI: Five Attributes Every Vertical Startup NeedsPerez synthesized multiple VC frameworks into five core attributes. Her take on “Workflow Ownership”—owning the authoring layer where work actually begins—is crucial.AzatiGenerative AI and Competitive Advantage: Where the Real Moat Is (and Isn’t)Azati does a great job separating the mirages (like prompt engineering) from the real moats (like domain expertise encoding and proprietary training data).Euclid VenturesDude, Where’s My Moat?Euclid outlines why moats matter even more in Vertical AI, focusing heavily on data loops and long-term lock-in strategies from day one.Insignia Ventures PartnersIn the Age of AI, Moats Matter More Than EverThe paradox: AI makes it easier to build but harder to defend. Insignia focuses on how data flywheels and switching costs are the ultimate survival tools.
Competitive Moats
RDSW 'Strategy Track' Talk:Competitive Moats in the AI Era
Scot Wingo shared live at RDSW a framework he developed while fundraising: the 12 competitive moats that matter now and why most startups get this wrong. The core idea: You’re not building a product anymore, you’re building a fortress.
Back in Feb of 2025, we put this post out→
In there we said the second ‘what you should do’ is “Analyze and Cover your AI Risk”. Think of Scot’s talk and this post as the ‘going deeper’ on that.
Competitive_Moats_In_The_Ai_Era_Final_Sm.pdf
1 MB
Sources of Information on AI Competitive Moats
Here are the 8 core sources used for the deck if you want to go deeper. You can go REALLY REALLY deep and I recommend it to understand the nuances of each moat.
How to Watch/Listen?
Here’s the YouTube:
Or check out the audio
for all your favorite podcast links, or listen right from our Substack:
Want to print your doc?
This is not the way.
This is not the way.
Try clicking the ··· in the right corner or using a keyboard shortcut (
CtrlP
) instead.