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AI Visibility Scorecard
Auto Body Shop Memphis, TN
perfectionrefinish.com · Automotive
Somewhat visible. AI bots can read Auto Body Shop Memphis, TN, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 27 times
Meta AI · Claude · Apple Intelligence · Perplexity
#116 of 339,169 in Automotive for AI visibility
7
AEO Visibility
iVisible · 7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Auto Body Shop Memphis, TN
from our crawl and measurement
Auto Body Shop Memphis, TN is a business whose own site puts it this way: "Are you looking for a dependable auto body shop in Memphis, TN? Look no further than Perfection Auto Refinish! Call us today to get your free estimate." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
8
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
8
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 7/10, Auto Body Shop Memphis, TN has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Auto Body Shop Memphis, TN
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Auto Body Shop Memphis, TN.
Source & Attribution
Scored by Engagemii on July 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/perfectionrefinish
Cite this score: Engagemii (2026). "AEO Score for Auto Body Shop Memphis, TN." Retrieved from https://engagemii.com/aeo/brands/perfectionrefinish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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