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AI Visibility Scorecard

Mr. Brakes Auto Care

Mr. Brakes Auto Care

Unclaimed

69anytime.com · Automotive

Borderline visible. AI bots can crawl Mr. Brakes Auto Care, 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 2 times

Claude · Meta AI

#154,705 of 331,807 in Automotive for AI visibility

4.5

/10

AEO Score

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About Mr. Brakes Auto Care

from our crawl and measurement

Mr. Brakes Auto Care works in Automotive, based in Roseville, MI. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

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

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

6

Clear headings and answer-style content.

Entity Clarity

7

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

5

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

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 4.5/10, Mr. Brakes Auto Care is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Mr. Brakes Auto Care

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mr. Brakes Auto Care: 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/69anytime

Cite this score: Engagemii (2026). "AEO Score for Mr. Brakes Auto Care." Retrieved from https://engagemii.com/aeo/brands/69anytime

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

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