#161,813 OF 261,161 IN MANUFACTURING & INDUSTRIAL
SCORE HISTORY BEGINS 2026-06-24
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AI Visibility Scorecard
Cmf Energy Supply
groupcmf.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Cmf Energy Supply, 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 1 times
Claude
#161,813 of 261,161 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Cmf Energy Supply
from our crawl and measurement
Cmf Energy Supply is a Katy, TX business whose own site puts it this way: "CMF Energy Supply, your trusted partner for custom solutions in the oil & gas and petrochemical industries." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 4.2/10, Cmf Energy Supply is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cmf Energy Supply
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/groupcmf
Cite this score: Engagemii (2026). "AEO Score for Cmf Energy Supply." Retrieved from https://engagemii.com/aeo/brands/groupcmf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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