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Hilbert Auto Works
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#177,438 of 673,974 in Automotive for AI visibility
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. Two-thirds of websites are invisible to them. Hilbert Auto Works just got measured.
5/10 means Hilbert Auto Works is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Hilbert Auto Works
Local affordable family ran mechanic offering a physical shop along with mobile service. Able to take on any repair of any scale , specializing in electrical systems/diagnostic.
Details
Industry: Automotive
hilbertautoworks.comAI Visibility Breakdown
2
Structured Data
5
Content Structure
7
Entity Clarity
3
E-E-A-T Signals
8
Technical AEO
7
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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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 July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hilbertautoworks
Cite this score: Engagemii (2026). "AEO Score for Hilbert Auto Works." Retrieved from https://engagemii.com/aeo/brands/hilbertautoworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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