AI Visibility Scorecard
clearwaterfiltration.com · Home & Living
Borderline visible. AI bots can crawl Clear Water Filtration, 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 12 times
Meta AI · ChatGPT · Claude · ShapBot
#28,564 of 1,377,832 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Free in-home water test for Vermont homes. Softeners, well water, PFAS and reverse osmosis systems from a family-owned Kinetico dealer since 1980." That is how Clear Water Filtration of Waitsfield, VT introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 12 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
Inbound links from other sites.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Clear Water Filtration is crawlable but under-signaled - fixable, and the signals above are where to start.
How do I know if my well water needs treatment?
The only way to know what's in your well water is to test it. We recommend testing annually for bacteria and nitrates at minimum, and testing for arsenic, lead, and other contaminants every few years or whenever you notice changes in your water. We provide comprehensive on-site water testing and explain every result.
What causes the rotten egg smell in my water?
That's hydrogen sulfide gas, produced by sulfur-reducing bacteria in your well and water heater. It's common in Vermont groundwater and treatable with the right equipment—usually an oxidizing filter or aeration system. We'll test your water to determine the concentration and recommend the most effective treatment.
Is arsenic really a problem in Vermont wells?
Yes. Vermont has some of the highest naturally occurring arsenic levels in the country due to our bedrock geology. Arsenic is odorless and tasteless—you cannot detect it without testing. Long-term exposure is linked to serious health issues. If you haven't tested your well for arsenic, we strongly recommend doing so.
Why are my fixtures stained orange?
Iron in your well water oxidizes when exposed to air, creating rust-colored deposits. Even low levels of iron cause noticeable staining. Depending on the concentration, water softeners can handle moderate iron, while higher levels need dedicated iron removal systems.
What's the difference between a water softener and a water filter?
Water softeners remove hardness minerals (calcium and magnesium) using ion exchange—eliminating scale buildup and improving soap efficiency. Filters remove particles, sediment, and depending on the type, various dissolved contaminants. Most Vermont homes benefit from both, and we'll help you determine exactly what you need.
Is this your brand?
The exact fixes for Clear Water Filtration
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clearwaterfiltration
Cite this score: Engagemii (2026). "AEO Score for Clear Water Filtration." Retrieved from https://engagemii.com/aeo/brands/clearwaterfiltration
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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