# Octocheck (octocheck.ai): agent-readiness 69/100, grade C

> Rank 158 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T20:50:37.219Z. Page: https://qomvia.com/site/octocheck-ai  JSON: https://qomvia.com/api/score/octocheck-ai

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "medium",
  "summary": "Octocheck is a software tool, primarily a Chrome extension, that evaluates a website's readiness for AI search engines. It assesses whether AI models like ChatGPT and Google AI Overviews can effectively read, trust, and cite the site's content.",
  "offerings": [
    "Free Chrome extension",
    "AI-readiness score",
    "Detailed technical checks",
    "Recommendations for fixing issues",
    "Audits in multiple languages",
    "Paid \"Pro\" tier with advanced checks"
  ],
  "audience": "Website owners, marketers, SEO professionals, content strategists, and businesses aiming to optimize their online presence for generative AI search.",
  "geography": null,
  "strengths": [
    "Dedicated focus on AI search readiness (GEO)",
    "Provides actionable insights for improvements",
    "Offers a free and accessible Chrome extension",
    "Checks for AI readability, trust, and citability",
    "Covers technical and content aspects relevant to AI"
  ],
  "unknowns": [
    "Specific pricing tiers and feature differences for the Pro version.",
    "The exact methodology or algorithms used for its AI-readiness scoring.",
    "Company size, history, or founding team details.",
    "User base size or specific adoption metrics.",
    "Integration capabilities with other SEO or content management platforms."
  ],
  "alternatives": [
    "semrush.com",
    "ahrefs.com",
    "surferseo.com",
    "clearscope.com",
    "frase.io"
  ],
  "business": "A software company providing tools and services for website owners and marketers to audit and optimize their digital content for generative AI search engine readiness, primarily through a Chrome extension.",
  "competitors": [
    "semrush.com",
    "ahrefs.com",
    "surferseo.com",
    "clearscope.com",
    "frase.io",
    "marketmuse.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 25/26
- Discovery surface: 9/20
- Identity & policy: 3/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact
- [improvement] Organisation structured data

## AI mentions and rivals
Named in 3 AI assistant answers.
- surferseo.com: 65/100 https://qomvia.com/site/surferseo-com
- frase.io: 87/100 https://qomvia.com/site/frase-io

## FAQ
Q: Is Octocheck readable by AI agents?
A: Octocheck (octocheck.ai) scores 69 out of 100 for agent readiness, grade C, measured 2 days ago, on 08.10.2026. 1 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using octocheck.ai?
A: The heaviest problems are: No API or feed to read; No MCP endpoint to call; No stated policy for automated access; No machine-readable contact; Organisation structured data. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.

Q: How is the Octocheck agent-readiness score calculated?
A: Qomvia fetches public pages of octocheck.ai as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100.

Q: How often is this score updated?
A: Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from 2 days ago, on 08.10.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard — category ranking: https://qomvia.com/leaderboard/saas-software
- Score another site: https://qomvia.com/