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Ingram Auto Care
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#403,705 of 681,362 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. Ingram Auto Care just got measured.
4/10 means Ingram Auto Care 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 Ingram Auto Care
Ingram Auto Care has been a trusted repair shop in Cape Carteret, NC, since 1994, offering extensive services like new tires, brake services, oil changes, and check engine light solutions. As a family-owned and operated business, we've invested in the latest diagnostic equipment to ensure your vehicle is serviced accurately while protecting your manufacturer’s warranty. Our commitment to providing high-quality service at fair prices makes us a preferred choice among Cape Carteret, Newport, and Emerald Isle residents. All work at Ingram Auto Care is Carfax-reported and comes with a 36-month/36,
Details
Industry: Automotive
ingramautorepair.comAI Visibility Breakdown
2
Structured Data
5
Content Structure
8
Entity Clarity
3
E-E-A-T Signals
6
Technical AEO
4
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/ingramautorepair
Cite this score: Engagemii (2026). "AEO Score for Ingram Auto Care." Retrieved from https://engagemii.com/aeo/brands/ingramautorepair
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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