AI visibility score

5.4/ 10Fair

#54,606 of 365,477 in Automotive

As of 2026-08-12 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Easy-Fix Automotive

Name: Easy-Fix Automotive - AI Visibility Score
Creator: Engagemii
Published: 2026-08-12T01:03:13.990Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

ezfixauto.com · Automotive

Somewhat visible. AI bots can read Easy-Fix Automotive, but it is missing the structured signals that push citation rate above competitors.

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AI engines read this profile 1 times

Claude

#54,606 of 365,477 in Automotive for AI visibility

AEO Visibility

Borderline · 5.4/10

Muse Index Score

AI agent readiness

Basic · 30/100

AI Adoption

None detected · 0/100

About Easy-Fix Automotive

from our crawl and measurement

"Easy-Fix Automotive provides trusted auto repair and mobile mechanic services in Marysville, WA. We offer diagnostics, brake repairs, A/C services, and more. Call or book online today." That is how Auto Repair & Mobile Mechanic in Marysville of Marysville, WA introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

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

Industry · Automotive

Last scored · Aug 12, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 5.4/10, Easy-Fix Automotive has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Easy-Fix Automotive: 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 12, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Easy-Fix Automotive." Retrieved from https://engagemii.com/aeo/brands/ezfixauto

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