AI Visibility Scorecard
cockerhamenergy.com · Education
Borderline visible. AI bots can crawl Cockerham Energy, 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 2 times
Claude · Meta AI
#501,116 of 937,492 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Cockerham Energy is a business whose own site puts it this way: "Start saving with Propane at Cockerham Energy. Reliable and efficient fuel solutions for your home or business." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1945.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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 4.6/10, Cockerham Energy is crawlable but under-signaled - fixable, and the signals above are where to start.
Why should I fill my heating oil tank in the summer?
by Jill Cockerham | Jun 22, 2020 | UncategorizedWith temperatures rising, you’re probably thinking about being outside, taking in the sunlight, and not thinking about heating oil very much. Even though the weather is warm now you want to make sure your heating system is ready when cooler temperatures return.... PAY YOUR BILL CONTACT US REQUEST A DELIVERY GIVING BACK We live and work in this community, just like you.
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The exact fixes for Cockerham Energy
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cockerhamenergy
Cite this score: Engagemii (2026). "AEO Score for Cockerham Energy." Retrieved from https://engagemii.com/aeo/brands/cockerhamenergy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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