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AI Visibility Scorecard
JMD Oilfield & Rig Services
jmdoil.com · Automotive
Somewhat visible. AI bots can read JMD Oilfield & Rig Services, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Apple Intelligence
#39,127 of 320,635 in Automotive for AI visibility
5.5
/10
AEO Score
About JMD Oilfield & Rig Services
from our crawl and measurement
"You can count on us to help keep your operation running smoothly by assisting with everything from oil drilling to gas compression." That is how JMD Oilfield & Rig Services of Odessa, TX introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (ProfessionalService), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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 5.5/10, JMD Oilfield & Rig Services has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for JMD Oilfield & Rig Services
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.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jmdoil
Cite this score: Engagemii (2026). "AEO Score for JMD Oilfield & Rig Services." Retrieved from https://engagemii.com/aeo/brands/jmdoil
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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