citepath vs Otterly.AI
Otterly.AI is the cheapest real entry point in the category ($29/mo) but the consistent complaint across reviews is 'great for data, then what' — monitoring with thin weekly recommendations, no artifact generation, no apply/verify layer; its own crawler-reachability check is the only technical-readiness overlap with citepath and it's an afterthought there. citepath goes past measurement — generating the fix, applying it, and verifying it landed by re-crawl.
| Feature | citepath | Otterly.AI |
|---|---|---|
| Getting started | Free instant scan, no signup — then self-serve plans from $49/mo with a 14-day trial | $29/mo entry plan, no free scan |
| Engines tracked | ChatGPT, Claude, Gemini, Perplexity, and Grok on every plan | 4 base engines + paid per-engine add-ons reviewers call hostile math |
| Fix generation | Fix feed generates the artifact — llms.txt, JSON-LD, robots.txt diffs — with per-item instructions | Weekly recommendations, no artifact |
| Applying the fix | One-click GitHub fix PRs, or a shareable instructions link for a developer | Not offered |
| Verifying it worked | Re-crawls the published artifact server-side and rescans to show the delta — pending → applied → verified | Not offered |
| Technical readiness audit | robots.txt, llms.txt, JSON-LD, sitemap, feed, and JS-shell audit on every scan | A crawler-reachability afterthought |
| API access | REST API + per-brand MCP endpoint on every plan | Locked below the ~$189/mo tier |
The verdict
Pick Otterly.AI if you want the cheapest entry point and are comfortable with weekly recommendations that stay inside the platform. Pick citepath if you want to close the loop: not just see the gap, but generate the fix, ship it, and watch the rescan prove it worked.
See for yourself — every plan starts with a 14-day free trial.