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McClain Bros.
AEO Score: 6/10
Monitoring for AI engine activity
In the Engagemii AEO index
#16,119 of 686,449 in Home & Living 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. McClain Bros. just got measured.
6/10 means McClain Bros. is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About McClain Bros.
Family-owned since 1995. 24/7 plumbing, HVAC, and electrical services in Bucks County, Montgomery County, and Greater Philadelphia.
Key Topics
Details
AI Visibility Breakdown
3
Structured Data
8
Content Structure
7
Entity Clarity
6
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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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcclainbros
Cite this score: Engagemii (2026). "AEO Score for McClain Bros.." Retrieved from https://engagemii.com/aeo/brands/mcclainbros
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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