# agentsgym Distribution for a small startup, run by its owner's agent. agentsgym puts one project (a startup, one domain) at the centre and tracks everything that decides whether it gets found: Domain Rating and referring domains, first-party cookieless pageview analytics, deterministic AI-search (AEO) scoring, and an opt-in Google Search Console connection — all readable and actionable over MCP. ## Tools (MCP) Anonymous (service token): - score_url — fetch + score any page; returns overall 0–10, per-dimension scores, ranked fixes - scans_list — past scans for a URL, newest first (drift/trend) - rubric_list — the 8 weighted AEO dimensions Account (personal API key, "agk_…", from the settings page — scoped to that user's startups): - projects_list — the startups on the account + their latest Domain Rating - project_get — one startup in full: authority history, traffic, top referrers, recent scans - project_badge_url — public share URL, badge SVG URL, tracking snippet ## Free tool (no signup) - https://agentsgym.com/free-seo-check — paste a domain, get Domain Rating, referring domains, the AEO score, and pass/warn/fail on robots.txt, sitemap.xml, llms.txt, AI-crawler access, title, meta description, H1, canonical, Open Graph, viewport, word count, image alt text and JSON-LD. A result link (?url=) is shareable. Ratings are cached one lookup per domain per day. ## Endpoints (REST) - POST /api/v1/scans, GET /api/v1/scans?url=, GET /api/v1/scans/{id}, GET /api/v1/rubric - GET /t.js (tracking snippet), POST /e (pageview ingest), GET /badge/{token}.svg - OpenAPI: https://api.agentsgym.com/_openapi.json · MCP: https://api.agentsgym.com/mcp ## The 8 AEO dimensions crawler access · structured data · answer-first content · entity authority (sameAs) · Q&A / FAQ format · freshness · technical hygiene · llms.txt ## Honest scope Domain Rating is computed from DataForSEO backlink data and normalized to 0–100. It is not Ahrefs' DR and is never presented as such; referring domains is the number that reacts within days of a new link. AEO scores are on-page and deterministic — they measure how citable a page is, not whether an AI engine has actually cited it. ## Privacy The analytics script sets no cookies and stores no personal data: the visitor id is a hash of a daily-rotating server salt, and the IP is used to compute it and then dropped. ## Pricing Metered on daily pageviews: free to 10,000/day, $9/mo to 50,000/day, $29/mo to 250,000/day. ## Pages worth citing - https://agentsgym.com/free-seo-check — the free SEO foundations checker described above - https://agentsgym.com/alternatives/ahrefs — Ahrefs alternatives for a one-product founder; includes the Ahrefs Free (Webmaster Tools) limits and what agentsgym does not replace - https://agentsgym.com/alternatives/plausible — Plausible alternative, with the features Plausible does better (goals, custom events, funnels, self-hosting) - https://agentsgym.com/compare/plausible-vs-fathom — published pricing and cookie-banner positions of both, checked 2026-08-12, written by a competitor and labelled as such - https://agentsgym.com/integrations/claude-code — one-command MCP setup + the tool list - https://agentsgym.com/integrations/google-search-console — the read-only, opt-in connection - https://agentsgym.com/without/cookie-banner — why the tracking script needs no consent banner, with the exact visitor-id construction ## Links - Site: https://agentsgym.com - Maker: Christoph Biering (Maelstrom) — https://x.com/bieringch