Head to head
Ranks Hawk vs Crawlgraph
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
SEO competitor intelligence for AI agents: content gaps, backlink opportunities, AI-citation topics.
Full listing
No reviews yet
CrawlGraph MCP — backlink intelligence on the public Common Crawl webgraph
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 Crawlgraph (87/100 against 67). Crawlgraph has noticeably more public adoption.
| Ranks Hawk | Crawlgraph | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C67/100 | A87/100 |
| Adoption | New | Growing |
| GitHub stars | – | 0 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | — | 42 |
| Write actions | — | 4 |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-19 |
| Category | SEO | SEO |