# Canlah (canlah.ai): agent-readiness 76/100, grade B

> Rank 30 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T01:00:14.843Z. Page: https://qomvia.com/site/canlah-ai  JSON: https://qomvia.com/api/score/canlah-ai

## Summary

{
  "known": false,
  "confidence": "low",
  "summary": "",
  "offerings": [],
  "audience": null,
  "geography": null,
  "strengths": [],
  "unknowns": [
    "The specific services or products offered by canlah.ai.",
    "Its target market or customer base.",
    "Its operational geography or primary locations.",
    "Any unique value propositions or competitive advantages.",
    "Its business model or revenue generation methods."
  ],
  "alternatives": [],
  "business": "",
  "competitors": []
}

## Score by group
- Machine access: 24/24
- Content legibility: 26/26
- Discovery surface: 13/20
- Identity & policy: 5/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No MCP endpoint to call
- [improvement] No machine-readable contact
- [improvement] Organisation structured data
- [improvement] Stated automated-access policy
- [improvement] No Content Signals

## AI mentions and rivals
Named in 1 AI assistant answers.


## Named for
- How can I find out whether ChatGPT, Claude or Gemini recommends my company when potential customers ask for products in my category? https://qomvia.com/answers/how-can-i-find-out-whether-chatgpt-claude-or-gemini-recommends-my-company-when-p

## FAQ
Q: Is Canlah readable by AI agents?
A: Canlah (canlah.ai) scores 76 out of 100 for agent readiness, grade B, measured 2 days ago, on 08.10.2026. 1 of 3 agent classes we test can use the site, and 1 check currently block agents outright.

Q: What stops agents from using canlah.ai?
A: The heaviest problems are: No MCP endpoint to call; No machine-readable contact; Organisation structured data; Stated automated-access policy; 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 Canlah agent-readiness score calculated?
A: Qomvia fetches public pages of canlah.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
- Score another site: https://qomvia.com/