AI visibility score
4.2/ 10Fair

#28,564 of 1,377,832 in Home & Living

As of 2026-10-24 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Clear Water Filtration

Clear Water Filtration

Unclaimed

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

AI Naming Predictability

i

Rarely named · <1/100

Top 7% of Home & Living

4

AEO Visibility

i

Borderline · 4.2/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Clear Water Filtration

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.

Industry · Home & Living
Last scored · Oct 24, 2026

The 6 signals AI reads

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.

Off-page authority

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.

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 4.2/10, Clear Water Filtration is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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.

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Picked for Clear Water Filtration: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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Source & Attribution

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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