# Aiaudit (aiaudit.run): agent-readiness 65/100, grade C

> Rank 294 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T22:20:14.888Z. Page: https://qomvia.com/site/aiaudit-run  JSON: https://qomvia.com/api/score/aiaudit-run

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "medium",
  "summary": "AIAudit.run is an online service designed to evaluate how Large Language Models (LLMs) perceive and interact with a given website. It conducts a free AI readiness audit, providing a letter grade and actionable fixes to help site owners optimize their content for LLM understanding.",
  "offerings": [
    "AI readiness audit for websites",
    "Website scanning across 9 categories (e.g., Content Quality, Structured Data)",
    "Letter grade (A+ to F) for AI readiness",
    "Actionable fixes and recommendations",
    "Publicly accessible scanner API"
  ],
  "audience": "Website owners, SEO professionals, content strategists, digital marketers, developers.",
  "geography": "Global",
  "strengths": [
    "Addresses the emerging concern of LLM perception for websites",
    "Provides a clear, graded assessment",
    "Offers actionable insights for optimization",
    "Includes a public API for developers",
    "Focuses on a niche but increasingly important aspect of digital presence"
  ],
  "unknowns": [
    "Specific pricing tiers beyond the free audit",
    "Detailed methodology behind the 45+ checks",
    "User growth statistics or market share",
    "Specific integrations with other tools or platforms",
    "Long-term development roadmap or funding"
  ],
  "alternatives": [
    "semrush.com",
    "ahrefs.com",
    "screamingfrog.co.uk",
    "sitebulb.com",
    "clearscope.io"
  ],
  "business": "Online service providing AI readiness audits for websites, aimed at site owners and digital marketers globally.",
  "competitors": [
    "semrush.com",
    "ahrefs.com",
    "moz.com",
    "sitebulb.com",
    "screamingfrog.co.uk",
    "surferseo.com",
    "contentkingapp.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 21/26
- 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 1 AI assistant answers.
- surferseo.com: 65/100 https://qomvia.com/site/surferseo-com
- contentkingapp.com: not measured

## FAQ
Q: Is Aiaudit readable by AI agents?
A: Aiaudit (aiaudit.run) scores 65 out of 100 for agent readiness, grade C, measured 2 days ago, on 08.10.2026. 0 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using aiaudit.run?
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 Aiaudit agent-readiness score calculated?
A: Qomvia fetches public pages of aiaudit.run 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/