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AI Visibility Scorecard
I Fix Fords & More
ifixfords.com · Automotive
Somewhat visible. AI bots can read I Fix Fords & More, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#76,655 of 338,340 in Automotive for AI visibility
5.1
/10
AEO Score
About I Fix Fords & More
from our crawl and measurement
"Professional auto repair in Fuquay Varina, NC. I Fix Fords & More offers diesel repair, timing belt replacement & comprehensive automotive services. Call today!." That is how I Fix Fords & More introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
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 5.1/10, I Fix Fords & More has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for I Fix Fords & More
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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/ifixfords
Cite this score: Engagemii (2026). "AEO Score for I Fix Fords & More." Retrieved from https://engagemii.com/aeo/brands/ifixfords
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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