# Esterling (esterling.co.uk): agent-readiness 66/100, grade C

> Rank 198 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-09-29T04:00:17.273Z. Page: https://qomvia.com/site/esterling-co-uk  JSON: https://qomvia.com/api/score/esterling-co-uk

## Summary

{
  "known": false,
  "confidence": "low",
  "summary": "I do not have specific pre-existing knowledge about esterling.co.uk from my training data. Therefore, I cannot provide details about what this site is or what it does.",
  "offerings": [],
  "audience": null,
  "geography": null,
  "strengths": [],
  "unknowns": [
    "Specific services or products offered by esterling.co.uk",
    "Its target customer base or industry focus",
    "Its operational geographic locations",
    "Its unique selling propositions or market strengths",
    "Details about its business model or reputation"
  ],
  "alternatives": [],
  "business": "I do not have information on what business this company conducts, for whom, or where.",
  "competitors": []
}

## Score by group
- Machine access: 24/24
- Content legibility: 19/26
- Discovery surface: 12/20
- Identity & policy: 3/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact
- [improvement] Organisation structured data
- [improvement] No Content Signals

## Add-on packs
- E-commerce & product feeds: 15/100 (not part of the public score)

## FAQ
Q: Is Esterling readable by AI agents?
A: Esterling (esterling.co.uk) scores 66 out of 100 for agent readiness, grade C, measured yesterday, on 29.09.2026. 0 of 3 agent classes we test can use the site, and 1 check currently block agents outright.

Q: What stops agents from using esterling.co.uk?
A: The heaviest problems are: No MCP endpoint to call; No stated policy for automated access; No machine-readable contact; Organisation structured data; 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 Esterling agent-readiness score calculated?
A: Qomvia fetches public pages of esterling.co.uk 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. E-commerce & product feeds checks are scored separately (15/100) and do not affect the public score or rank.

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 29.09.2026.

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