Head to head
Ranks Hawk vs Scholar Feed
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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SEO competitor intelligence for AI agents: content gaps, backlink opportunities, AI-citation topics.
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Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Scholar Feed (79/100 against 67). Scholar Feed has noticeably more public adoption.
| Ranks Hawk | Scholar Feed | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C67/100 | B79/100 |
| Adoption | New | Established |
| GitHub stars | – | 11 |
| Downloads / week | – | 187 |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | — | 27 |
| Write actions | — | 6 |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-15 |
| Category | SEO | SEO |