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AI Visibility Scorecard
Chelsea Plumbing & Boiler Service
chelseaplumbingboilerservice.com · Home & Living
At 2.8/10, Chelsea Plumbing & Boiler Service is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#704,323 of 756,239 in Home & Living for AI visibility
2.8
/10
AEO Score
About Chelsea Plumbing & Boiler Service
from our crawl and measurement
"Our service sheet includes lots of operations. Contact us for faucet installation, repiping, gas furnace repair, drain cleaning, shower repair, and tankless water heater repair." That is how Chelsea Plumbing & Boiler Service of Chelsea, MA introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
On its own pages the site does well on a clearly stated business identity. It is passable on a workable page structure. What holds it back is structured data describing the business, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. By its own structured data it is a plumbing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 2.8/10, Chelsea Plumbing & Boiler Service is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Chelsea Plumbing & Boiler Service
Which AI engines already crawl you
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/chelseaplumbingboilerservice
Cite this score: Engagemii (2026). "AEO Score for Chelsea Plumbing & Boiler Service." Retrieved from https://engagemii.com/aeo/brands/chelseaplumbingboilerservice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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