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AI Visibility Scorecard
Derhams Alignment & Auto Repair
derhamsalignment.com · Automotive
Somewhat visible. AI bots can read Derhams Alignment & Auto Repair, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1.4K times
Meta AI · ChatGPT · Apple Intelligence · Claude
#1,008 of 311,227 in Automotive for AI visibility
6.6
/10
AEO Score
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. Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
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
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.6/10, 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
Weekly ChatGPT & Claude citation tracking
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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