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AI Visibility Scorecard

DAB Auto Works

DAB Auto Works

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dabautoworks.com · Automotive

Somewhat visible. AI bots can read DAB Auto Works, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#66,489 of 330,843 in Automotive for AI visibility

5.2

/10

AEO Score

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About DAB Auto Works

from our crawl and measurement

Dabautoworks, based in Loughton, England, describes itself simply: "At Dabautoworks it's our dedication that differentiates us from other car repair shops. We're continuously training our team of mechanics to provide the highest levels of technical." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.

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

Industry · Automotive
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

9

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 5.2/10, DAB Auto Works has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for DAB Auto Works

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for DAB Auto Works: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for DAB Auto Works." Retrieved from https://engagemii.com/aeo/brands/dabautoworks

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

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