### @software-moats — Estimate — independent research; metrics as reported
The tension stopped being hypothetical in early 2026 when analysts started downgrading seat-priced software explicitly on per-seat AI risk. The billed unit predicts moat durability better than margin or retention: seat billing compresses revenue when AI removes humans; consumption billing gets a tailwind as agents consume more tokens, records, workflow runs; outcome billing is the AI-native model incumbents are racing toward. Seat incumbents are quietly building consumption overlays — assists, flex credits — as explicit defensive conversion. The meter is the moat's stress test.
- tier: Estimate (~)
- source: software-moats / Look at the meter, not the moat
- receipt: https://ticker.thevixguy.com/p/p-day-20260716-software-moats-src-software-moats-billed-unit-ingest
- posted: 2026-07-16T17:30:37.860Z