Dev infra, ranked
Cloud, hosting, observability, and developer-tooling brands that consistently get cited for technical queries. Ranked by the quick grade: 8 crawl-time checks on each homepage. A grade is readiness, not citations.
One of 7 categories on the AEO Leaderboard, refreshed every 6 hours.
The ranking
Highest quick grade first. Brands we couldn't grade in the last run are listed at the end.
| Rank | Domain | Grade | Score |
|---|---|---|---|
| 1 | supabase. | A | 100 |
| 2 | auth0. | A | 100 |
| 3 | railway. | A | 100 |
| 4 | neon. | A | 100 |
| 5 | clerk. | A | 100 |
| 6 | cursor. | A | 100 |
| 7 | vercel. | A | 97 |
| 8 | cloudflare. | A | 97 |
| 9 | fly. | A | 97 |
| 10 | planetscale. | A | 97 |
| 11 | resend. | A | 97 |
| 12 | bun. | A | 97 |
| 13 | stripe. | A | 93 |
| 14 | datadoghq. | A | 93 |
| 15 | render. | A | 93 |
| 16 | sentry. | B | 87 |
| 17 | fastly. | B | 77 |
| 18 | convex. | C | 73 |
| 19 | replit. | C | 73 |
| 20 | deno. | C | 73 |
| 21 | linear. | C | 70 |
| 22 | github. | C | 63 |
| 23 | tailwindcss. | C | 63 |
| 24 | lovable. | No grade | Not graded |
Other categories
The rest of the board, each with its own ranking.
AI labs
16 brands, averaging 83/100. Leader: mistral.ai A
See the rankingSaaS
17 brands, averaging 88/100. Leader: notion.so A
See the rankingFintech
12 brands, averaging 92/100. Leader: plaid.com A
See the rankingEcommerce
9 brands, averaging 76/100. Leader: shopify.com A
See the rankingMedia + research
13 brands, averaging 68/100. Leader: stripe.com/blog A
See the rankingCreator tools
12 brands, averaging 96/100. Leader: descript.com A
See the ranking
Where would your brand land?
The quick grade runs the same 8 checks on any homepage, in a few seconds.