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AI Visibility Scorecard
Lower MI Pools
lowermipools.com · Home & Living
Somewhat visible. AI bots can read Lower MI Pools, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Apple Intelligence
#208,237 of 791,161 in Home & Living for AI visibility
5.1
/10
AEO Score
About Lower MI Pools
from our crawl and measurement
Lower MI Pools, based in Jackson, MI, describes itself simply: "Lower MI Pools is a family-owned pool construction company serving Southern Michigan with 20+ years of experience and 500+ pools completed. Owner James Glass personally...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (LocalBusiness) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, Lower MI Pools has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lower MI Pools
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lowermipools
Cite this score: Engagemii (2026). "AEO Score for Lower MI Pools." Retrieved from https://engagemii.com/aeo/brands/lowermipools
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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