AI Visibility Scorecard
ClearFlow Grade
clearflowgrade.com · Home & Living
Somewhat visible. AI bots can read ClearFlow Grade, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#291,857 of 1,375,341 in Home & Living for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 46% of Home & Living companies
5
AEO Visibility
iBorderline · 5.3/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About ClearFlow Grade
from our crawl and measurement
ClearFlow Grade is a business whose own site puts it this way: "Expert reviews, guides, and comparisons for water filters." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
On the page, the fundamentals are in place: structured data on the page (WebSite, Organization), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 5.3/10, ClearFlow Grade has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What system does your water call for?
Enter your measured water hardness and household size. We run the published Water Quality Association sizing formula to point you to a system class and an illustrative annual filter cost — a starting estimate, not a tested result.Water hardness15 GPG · Extremely hardFrom your utility's water report or a test kit.
Is this your brand?
The exact fixes for ClearFlow Grade
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ClearFlow Grade.
Source & Attribution
Scored by Engagemii on August 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clearflowgrade
Cite this score: Engagemii (2026). "AEO Score for ClearFlow Grade." Retrieved from https://engagemii.com/aeo/brands/clearflowgrade
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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