AI Visibility Scorecard
codfuel.com · E-commerce
At 3.3/10, The "Real" Official Codfuel.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, Entity Presence and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 20 times
Meta AI · Perplexity · Claude · Apple Intelligence
66
AI Naming Predictability
iNamed occasionally · 66/100
E-commerce average 18
Top 5% of E-commerce
See what's behind this score →3.3
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
The "Real" Official Codfuel.com is a Bayport, NY business whose own site puts it this way: "Compare real-time heating oil prices by zip code and order online in seconds. No contracts, no gimmicks, trusted by thousands since 2001." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 20 times in our tracking, including Meta AI, PerplexityBot and ClaudeBot (Anthropic).
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
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Fair
Social discussion and mentions.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.3/10, The "Real" Official Codfuel.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why Choose Codfuel.com?
Save Money on Heating Oil We help you find the lowest heating oil prices near you, so you never overpay. Trusted Local Suppliers We partner with reliable, vetted oil companies to ensure quality service and delivery. Fast, Convenient Ordering Order heating oil online in minutes—no phone calls required. Transparent Pricing What you see is what you pay. No surprises, no hidden charges.
When Is the Best Time to Buy Heating Oil?
In general, heating oil prices tend to be lower during warmer months when demand is lower. However, prices can fluctuate daily.
Is this your brand?
The exact fixes for The "Real" Official Codfuel.com
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codfuel
Cite this score: Engagemii (2026). "AEO Score for The "Real" Official Codfuel.com." Retrieved from https://engagemii.com/aeo/brands/codfuel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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