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AI Visibility Scorecard
Hawthorne Auto Clinic
hawthorneauto.com · Automotive
Somewhat visible. AI bots can read Hawthorne Auto Clinic, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Apple Intelligence · ChatGPT · Meta AI
#22,103 of 344,213 in Automotive for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Hawthorne Auto Clinic
from our crawl and measurement
"Welcome to Hawthorne Auto Clinic! Since starting in 1983, we've helped hundreds of vehicle owners in Portland, OR, overcome their auto repair issues." That is how Hawthorne Auto Clinic of Portland, OR introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Authority
1
Established authority for your domain.
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 5.8/10, Hawthorne Auto Clinic has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hawthorne Auto Clinic
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hawthorneauto
Cite this score: Engagemii (2026). "AEO Score for Hawthorne Auto Clinic." Retrieved from https://engagemii.com/aeo/brands/hawthorneauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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