#239,716 OF 1,371,496 IN HOME & LIVING
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AI Visibility Scorecard
MD Pool Service
mdpoolservice.com · Home & Living
Somewhat visible. AI bots can read MD Pool Service, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#239,716 of 1,371,496 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About MD Pool Service
from our crawl and measurement
MD Pool Service describes itself simply: "MD Pool Service has been providing the best pool cleaning & maintenance services to the Broadward and Miami-Dade areas." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Under the hood there is structured data on the page (LocalBusiness, WebSite) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 5.4/10, MD Pool Service has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MD Pool Service
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MD Pool Service.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdpoolservice
Cite this score: Engagemii (2026). "AEO Score for MD Pool Service." Retrieved from https://engagemii.com/aeo/brands/mdpoolservice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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