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AI Visibility Scorecard
McCraw Oil & Propane
mccrawoil.com · Nonprofits
Borderline visible. AI bots can crawl McCraw Oil & Propane, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#490,573 of 694,546 in Nonprofits for AI visibility
4.1
/10
AEO Score
About McCraw Oil & Propane
from our crawl and measurement
"McCraw Oil and Propane, Delivering comfort, convenience, service and safety since 1992 for both residential and commercial needs." That is how McCraw Oil & Propane introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 4.1/10, McCraw Oil & Propane is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McCraw Oil & Propane
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mccrawoil
Cite this score: Engagemii (2026). "AEO Score for McCraw Oil & Propane." Retrieved from https://engagemii.com/aeo/brands/mccrawoil
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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