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AI Visibility Scorecard

Ian Williams Racing

Ian Williams Racing

Unclaimed

ianwilliamsracing.com · Sports & Recreation

Borderline visible. AI bots can crawl Ian Williams Racing, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 7 times

Claude · Meta AI · ChatGPT

#86,027 of 237,422 in Sports & Recreation for AI visibility

5

/10

AEO Score

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About Ian Williams Racing

from our crawl and measurement

Ian Williams Racing describes itself simply: "Learn More Step into The YardGet behind the scenesJoin us here at the amazing training complex of Dominion Racing Stables in the West Midlands in our continued quest for the champions of." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Sports & Recreation
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5/10, Ian Williams Racing is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Ian Williams Racing: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ianwilliamsracing

Cite this score: Engagemii (2026). "AEO Score for Ian Williams Racing." Retrieved from https://engagemii.com/aeo/brands/ianwilliamsracing

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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