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AI Visibility Scorecard

Flow Dynamics

Flow Dynamics

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h2oevolved.com · Education

Borderline visible. AI bots can crawl Flow Dynamics, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#617,955 of 871,759 in Education for AI visibility

4

/10

AEO Score

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About Flow Dynamics

from our crawl and measurement

Flow Dynamics is a business whose own site puts it this way: "Flow Dynamics proprietary water smart valve addresses the most pressing environmental issue of our time, water is scarce and expensive." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.

Our crawl found structured data on the page (Corporation, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Industry · Education
Last scored · Aug 17, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

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 Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4/10, Flow Dynamics is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Flow Dynamics

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Flow Dynamics: 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 August 17, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/h2oevolved

Cite this score: Engagemii (2026). "AEO Score for Flow Dynamics." Retrieved from https://engagemii.com/aeo/brands/h2oevolved

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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