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AI Visibility Scorecard
Mr. Pools
mrpoolsma.com · Home & Living
Borderline visible. AI bots can crawl Mr. Pools, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#768,657 of 1,091,471 in Home & Living for AI visibility
3.9
/10
AEO Score
About Mr. Pools
from our crawl and measurement
Mr. Pools describes itself simply: "Mr. Pools provides professional pool installation, liner replacement, and pool repair services across Massachusetts and Southern New Hampshire. Less grass, more splash." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 3.9/10, Mr. Pools is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mr. 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/mrpoolsma
Cite this score: Engagemii (2026). "AEO Score for Mr. Pools." Retrieved from https://engagemii.com/aeo/brands/mrpoolsma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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