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AI Visibility Scorecard
ColdStream Energy
coldstreamenergy.com · oil & energy
Somewhat visible. AI bots can read ColdStream Energy, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#423,909 of 2,810,206 in Technology for AI visibility
5.7
/10
AEO Score
About ColdStream Energy
from our crawl and measurement
ColdStream Energy describes itself simply: "MaCH4 NGL Recovery Solution. Pressure Swing Adsorption technology for High Efficiency NGL Recovery for Gas Engines at Compressor Stations." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure, a few credibility markers and partial sitemap and link coverage.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The business dates to 2008.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
7
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
7
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.7/10, ColdStream Energy has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for ColdStream Energy
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldstreamenergy
Cite this score: Engagemii (2026). "AEO Score for ColdStream Energy." Retrieved from https://engagemii.com/aeo/brands/coldstreamenergy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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