AI Visibility Scorecard
Propane, Fuel & Oil Service in Northern Michigan
johnsonspropane.com · Other
Borderline visible. AI bots can crawl Propane, Fuel & Oil Service in Northern Michigan, 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 8 times
Claude · Meta AI · Apple Intelligence · Perplexity
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Propane, Fuel & Oil Service in Northern Michigan
from our crawl and measurement
Propane, Fuel & Oil Service in Northern Michigan is a Gaylord, MI business whose own site puts it this way: "Johnson Oil and Propane continue to grow with competitive pricing, quality service, enhanced services to customers and a commitment to the communities served." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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.
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 4/10, Propane, Fuel & Oil Service in Northern Michigan is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help today?
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The exact fixes for Propane, Fuel & Oil Service in Northern Michigan
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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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnsonspropane
Cite this score: Engagemii (2026). "AEO Score for Propane, Fuel & Oil Service in Northern Michigan." Retrieved from https://engagemii.com/aeo/brands/johnsonspropane
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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