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AI Visibility Scorecard
localplumbingca.com · construction
Somewhat visible. AI bots can read Local Plumbing — Residential Plumbers in Marin & Sonoma, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#19,190 of 874,753 in Finance & Insurance for AI visibility
6.4
/10
AEO Score
from our crawl and measurement
Local Plumbing Residential Plumbers in Marin & Sonoma, based in Sausalito, CA, describes itself simply: "Local Plumbing provides boiler, radiant heating, plumbing and water heaters in Marin County. Call (415) 234 - 0370." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is structured data describing the business.
Off the page, 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. None of that can be fixed on the page: it has to be earned.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2022. By its own structured data it is a plumbing business.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
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.
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 6.4/10, Local Plumbing — Residential Plumbers in Marin & Sonoma has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Local Plumbing — Residential Plumbers in Marin & Sonoma
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/localplumbingca
Cite this score: Engagemii (2026). "AEO Score for Local Plumbing — Residential Plumbers in Marin & Sonoma." Retrieved from https://engagemii.com/aeo/brands/localplumbingca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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