Lenny and Dan Hockenmaier unpack how to tell if an AI-era startup has a real moat
lennysan · x · 2026-10-14
Lenny's Newsletter teams up with Dan Hockenmaier to tackle the question of the moment: when AI makes it trivially easy to build anything, how do you tell whether a startup actually has a moat?
Key points:
- The belief that picking startups is a lottery is wrong; with rigorous evaluation, joining a startup can match or beat the 'safe' big-tech route economically
- Beyond team, product love, and growth, the most commonly skipped criterion is whether the company has a moat
- The piece introduces a 'four compounding advantages' framework to assess whether a company is built to last
Note: the full article is behind a paywall; only the opening is shown in the post.
Related event: Lenny and Dan Break Down Startup Moats in the AI Era(2 posts)→
More from Venture
- In a world of abundant intelligence, real-world feedback stays scarce — jeremystan · 2026-10-14
- EU trails in AI buildout and captures almost none of the equity gains, investors warn — gabriel1 · 2026-10-14
- BofA lifts global memory TAM forecast to $2T by 2030, run rate already over $1T — Beth_Kindig · 2026-10-14
- 5-person RL company hits $100M run rate at $500M+ valuation — AccBalanced · 2026-10-14
- Prime Intellect acquires Moondream to build efficient multimodal models — Sentdex · 2026-10-14
- Character.ai bankruptcy filings reveal $10M monthly compute burn against $5.3M peak revenue — 404 Media · 2026-10-14