AI Visibility Scorecard
Derhams Alignment & Auto Repair
derhamsalignment.com · Automotive
Well-positioned for AI search. The breakdown below shows where Derhams Alignment & Auto Repair is still leaving points on the table.
AI engines read this profile 1.4K times
Meta AI · ChatGPT · Claude · Apple Intelligence
#128 of 365,175 in Automotive for AI visibility
7
AEO Visibility
iVisible · 7.4/10
83
Muse Index Score
iAI agent readiness
Agent-ready · 83/100
0
AI Adoption
iNone detected · 0/100
About Derhams Alignment & Auto Repair
from our crawl and measurement
"Trusted auto repair shop in Wilmington, NC offering wheel alignment, brake repair, engine repair, tire services, and NC state inspections. Family-owned with 360+ five-star reviews." That is how Derhams Alignment & Auto Repair of Wilmington, North Carolina introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.4 out of 10, a strong showing.
The site does the on-page work well, with structured data on the page (Place, AutoRepair, Organization), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 1,398 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 7.4/10, Derhams Alignment & Auto Repair has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Derhams Alignment & Auto Repair
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/derhamsalignment
Cite this score: Engagemii (2026). "AEO Score for Derhams Alignment & Auto Repair." Retrieved from https://engagemii.com/aeo/brands/derhamsalignment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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