build1 distinct publisher
48 startups, 4 known by name, 28 recommended by category
A one-afternoon test splits AI visibility in two: name recall lags funding and press by years, while category retrieval is already working for products the model cannot describe.
Publishers:dev.to
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+28
- Incentives55
- Confidence38