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AI Visibility Scorecard
W. J. Ingram Fuels
ingram-fuels.com · oil & energy
Borderline visible. AI bots can crawl W. J. Ingram Fuels, 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
#188,722 of 438,073 in E-commerce for AI visibility
4.4
/10
AEO Score
About W. J. Ingram Fuels
from ingram-fuels.com
Home Order Online Make Payment Create Portal Account Contact Us Home Order Online Make Payment Create Portal Account Products Services Programs Service Areas Advantages Contact Us Ingram Fuels Customers Check Out Our New Online Option Ingram Fuels has made an addition to their online options with the creation of a Customer Portal.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
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 4.4/10, W. J. Ingram Fuels is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for W. J. Ingram Fuels
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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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/ingram-fuels
Cite this score: Engagemii (2026). "AEO Score for W. J. Ingram Fuels." Retrieved from https://engagemii.com/aeo/brands/ingram-fuels
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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