# Crawlability (crawlability.ai): agent-readiness 66/100, grade C

> Rank 259 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-09T18:40:39.723Z. Page: https://qomvia.com/site/crawlability-ai  JSON: https://qomvia.com/api/score/crawlability-ai

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "Crawlability.ai is an AI Search Visibility platform designed for agencies. It measures how brands are found, understood, and cited by major AI engines like ChatGPT, Gemini, Claude, and Perplexity, helping to track AI visibility and close gaps.",
  "offerings": [
    "AI visibility tracking",
    "Gap analysis for AI understanding",
    "Measurement of AI citations",
    "Competitive analysis (winning prompts)",
    "Tracking AI-referred traffic and conversions",
    "Actionable insights and fixes"
  ],
  "audience": "Agencies",
  "geography": null,
  "strengths": [
    "Dedicated focus on major AI search engines (ChatGPT, Gemini, Claude, Perplexity)",
    "Measures how AI finds, understands, and cites brands",
    "Provides actionable insights to improve AI visibility",
    "Helps agencies prove results in the evolving AI search landscape",
    "Identifies where competitors are gaining AI visibility"
  ],
  "unknowns": [
    "Specific pricing tiers and subscription models",
    "Detailed technical methodology for AI 'understanding' and 'citation'",
    "Availability of specific integrations with other marketing platforms",
    "Company founding year or size",
    "Specific customer case studies or testimonials"
  ],
  "alternatives": [
    "BrightEdge.com",
    "Conductor.com",
    "Searchmetrics.com",
    "Surge.ai",
    "Yext.com"
  ],
  "business": "AI search visibility platform for agencies to measure and improve how LLMs cite brands.",
  "competitors": [
    "BrightEdge.com",
    "Conductor.com",
    "Searchmetrics.com",
    "Surge.ai",
    "Writer.com",
    "Yext.com",
    "Brandwatch.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 23/26
- Discovery surface: 9/20
- Identity & policy: 5/12
- Agent-facing performance: 5/8
- 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] No Content Signals

## AI mentions and rivals
Named in 1 AI assistant answers.
- brightedge.com: 65/100 https://qomvia.com/site/brightedge-com
- conductor.com: 68/100 https://qomvia.com/site/conductor-com
- yext.com: 59/100 https://qomvia.com/site/yext-com

## FAQ
Q: Is Crawlability readable by AI agents?
A: Crawlability (crawlability.ai) scores 66 out of 100 for agent readiness, grade C, measured yesterday, on 09.10.2026. 0 of 3 agent classes we test can use the site, and 2 checks currently block agents outright.

Q: What stops agents from using crawlability.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; No Content Signals. 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 Crawlability agent-readiness score calculated?
A: Qomvia fetches public pages of crawlability.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 yesterday, on 09.10.2026.

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