AI Visibility Scorecard
· Home & Living
Borderline visible. AI bots can crawl CleanTap, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#340,695 of 1,378,578 in Home & Living for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Home & Living average 5
Top 7% of Home & Living
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Home & Living average 21
See what's behind this score →0
from our crawl and measurement
"Serving Greater Boston & Eastern Massachusetts Massachusetts’ Trusted Water Filtration, Plumbing & HVAC Experts Whole-home water filtration, licensed plumbing, and heating &...." That is how cleantapwatersolutions.com of Mansfield, MA introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, CleanTap is crawlable but under-signaled - fixable, and the signals above are where to start.
What’s in Your Water?
Most homeowners don’t realize what’s actually in their tap water. In Massachusetts, water can contain chlorine, heavy metals, sediment, and emerging contaminants like PFAS. These hidden issues impact more than just what you drink—they affect your entire home.
Is Your Water Actually Clean?
Our team provides free water testing to identify exactly what’s in your water and recommend the right solution.
Is this your brand?
The exact fixes for CleanTap
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for CleanTap.
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleantapwatersolutions
Cite this score: Engagemii (2026). "AEO Score for CleanTap." Retrieved from https://engagemii.com/aeo/brands/cleantapwatersolutions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform