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AI Visibility Scorecard
Colin Irons Pool Service
colinironspoolservice.com · Home & Living
Somewhat visible. AI bots can read Colin Irons Pool Service, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence
#56,035 of 1,271,692 in Home & Living for AI visibility
6
AEO Visibility
iVisible · 6/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About Colin Irons Pool Service
from our crawl and measurement
"Keep your pool in top shape with Colin Irons Pool Service. Our expert team specializes in pool leak detection and repair." That is how Colin Irons Pool Service of Denton, TX introduces itself. Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6/10, Colin Irons Pool Service has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Colin Irons 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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colinironspoolservice
Cite this score: Engagemii (2026). "AEO Score for Colin Irons Pool Service." Retrieved from https://engagemii.com/aeo/brands/colinironspoolservice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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