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John Manners Construction
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#180,251 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. John Manners Construction just got measured.
5/10 means John Manners Construction 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 John Manners Construction
Licensed & insured contractor in Fenton, MI offering remodeling, exterior/site work, and home system upgrades. Clear process, quality workmanship, and free estimates.
Key Topics
Details
Industry: Automotive
johnmannersconstruction.comAI Visibility Breakdown
2
Structured Data
8
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
2
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/johnmannersconstruction
Cite this score: Engagemii (2026). "AEO Score for John Manners Construction." Retrieved from https://engagemii.com/aeo/brands/johnmannersconstruction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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