Head to head
Soxoa Automation Planner 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.
No reviews yet
Estimate illustrative automation ROI and rank recurring workflows to automate. Read-only, no auth.
Full listing
No reviews yet
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 59). Scholar Feed has noticeably more public adoption.
| Soxoa Automation Planner | Scholar Feed | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C59/100 | B79/100 |
| Adoption | New | Established |
| GitHub stars | – | 11 |
| Downloads / week | – | 187 |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | 2 | 27 |
| Write actions | — | 6 |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-15 |
| Category | SEO | SEO |