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AI Visibility Scorecard

Carmas 96

Carmas 96

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carmas96.com · Automotive

Borderline visible. AI bots can crawl Carmas 96, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#255,045 of 335,126 in Automotive for AI visibility

3.6

/10

AEO Score

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About Carmas 96

from our crawl and measurement

Home describes itself simply: "Any vehicles any condition About us Contact us Call us for enquiries on 01562 60450 We buy all vehicles, dismantle and sell 1000's of part and accessories." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Automotive
Last scored · Aug 28, 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

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

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

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 3.6/10, Carmas 96 is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Carmas 96

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Carmas 96: 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 28, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/carmas96

Cite this score: Engagemii (2026). "AEO Score for Carmas 96." Retrieved from https://engagemii.com/aeo/brands/carmas96

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

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