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AI Visibility Scorecard
Catons Plumbing, Drains & Water Restoration
callcatons.com · Home & Living
Somewhat visible. AI bots can read Catons Plumbing, Drains & Water Restoration, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#52,269 of 1,219,322 in Home & Living for AI visibility
6
/10
AEO Score
About Catons Plumbing, Drains & Water Restoration
from our crawl and measurement
"Catons plumbing and drain service in Baltimore, MD is here for your commercial and residential plumbing needs. Call (410) 655-5757. Available 24/7." That is how Catons Plumbing, Drains & Water Restoration of Catonsville, MD introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (FAQPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 Trust
1
Established authority for your domain.
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 6/10, Catons Plumbing, Drains & Water Restoration has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Catons Plumbing, Drains & Water Restoration
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/callcatons
Cite this score: Engagemii (2026). "AEO Score for Catons Plumbing, Drains & Water Restoration." Retrieved from https://engagemii.com/aeo/brands/callcatons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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