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AI Visibility Scorecard
Kerrobert Fuels
kbfuels.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Kerrobert 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
#88,682 of 236,660 in Manufacturing & Industrial for AI visibility
5
/10
AEO Score
About Kerrobert Fuels
from our crawl and measurement
Kerrobert Fuels, based in Calgary, AB, describes itself simply: "Kerrobert Fuels Inc owns and operates a refinery near Kerrobert, Saskatchewan specializing in producing ultra-low sulphur diesel, marine fuel and naphtha from locally sourced feedstock." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Authority
1
Established authority for your domain.
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 5/10, Kerrobert Fuels is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kerrobert Fuels
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Kerrobert Fuels.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kbfuels
Cite this score: Engagemii (2026). "AEO Score for Kerrobert Fuels." Retrieved from https://engagemii.com/aeo/brands/kbfuels
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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