#59,228 OF 263,874 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
Cleanflow
· Manufacturing & Industrial
Somewhat visible. AI bots can read Cleanflow, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#59,228 of 263,874 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Cleanflow
from our crawl and measurement
"Cleanflow supplies municipalities with quality workwear, tools, pumps, safety gear, waterworks parts, lab, and facility supplies." That is how Cleanflow of Winnipeg, MB introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
1
Established authority for your domain.
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 5.3/10, Cleanflow has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cleanflow
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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.
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleanflow-net
Cite this score: Engagemii (2026). "AEO Score for Cleanflow." Retrieved from https://engagemii.com/aeo/brands/cleanflow-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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