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AI Visibility Scorecard
The Plumbing Doc
plumbingdoc.net · utilities
Somewhat visible. AI bots can read The Plumbing Doc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#26,246 of 791,138 in Home & Living for AI visibility
6.1
/10
AEO Score
About The Plumbing Doc
from our crawl and measurement
"The Plumbing Doc is the top plumber in Bakersfield, CA, and nearby areas. Get in touch with our team of industry experts today to schedule an appointment." That is how The Plumbing Doc of Bakersfield, CA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
6
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
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 6.1/10, The Plumbing Doc has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Plumbing Doc
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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/plumbingdoc-net
Cite this score: Engagemii (2026). "AEO Score for The Plumbing Doc." Retrieved from https://engagemii.com/aeo/brands/plumbingdoc-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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