AI Visibility Scorecard
Perryman's Alignment & Auto Repair
perrymansalignment.com · Automotive
Somewhat visible. AI bots can read Perryman's Alignment & Auto Repair, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · ShapBot
#90,737 of 365,597 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Perryman's Alignment & Auto Repair
from our crawl and measurement
Perryman's Alignment & Auto Repair, based in Lexington, NC, describes itself simply: "Lexington's top auto repair and alignment shop. Honest, affordable alignments, suspension, brakes and mechanic work on every make and model, since 1953." 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 a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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
Strong
Inbound links from other sites.
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 5.1/10, Perryman's Alignment & Auto Repair has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Perryman's Alignment & Auto Repair
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/perrymansalignment
Cite this score: Engagemii (2026). "AEO Score for Perryman's Alignment & Auto Repair." Retrieved from https://engagemii.com/aeo/brands/perrymansalignment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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