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AI Visibility Scorecard
136 Mud - Drilling Fluids School
136mudschool.com · Education
Borderline visible. AI bots can crawl 136 Mud - Drilling Fluids School, 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
#699,483 of 898,455 in Education for AI visibility
3.8
/10
AEO Score
About 136 Mud - Drilling Fluids School
from our crawl and measurement
136 Mud is a Granbury, TX business whose own site puts it this way: "Get a comprehensive understanding of drilling fluids and mud engineering at 136 Mud - Drilling Fluids School. Enroll now and gain expertise in the oilfield industry." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data, a workable page structure and basic crawler access. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
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 3.8/10, 136 Mud - Drilling Fluids School is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 136 Mud - Drilling Fluids School
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/136mudschool
Cite this score: Engagemii (2026). "AEO Score for 136 Mud - Drilling Fluids School." Retrieved from https://engagemii.com/aeo/brands/136mudschool
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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