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AI Visibility Scorecard
MajorFluent — Every field has a language. Learn to speak it.
majorfluent.com · Education
Borderline visible. AI bots can crawl MajorFluent — Every field has a language. Learn to speak it., 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
#700,709 of 874,008 in Education for AI visibility
3.6
/10
AEO Score
About MajorFluent — Every field has a language. Learn to speak it.
from our crawl and measurement
MajorFluent — Every field has a language. Learn to speak it. is a business whose own site puts it this way: "AI made answers cheap; MajorFluent teaches you which answers matter. The working map of a field, its language, mental models, debates, methods, and source trails, in about 24...." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found a sitemap, a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3.6/10, MajorFluent — Every field has a language. Learn to speak it. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MajorFluent — Every field has a language. Learn to speak it.
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 MajorFluent — Every field has a language. Learn to speak it..
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/majorfluent
Cite this score: Engagemii (2026). "AEO Score for MajorFluent — Every field has a language. Learn to speak it.." Retrieved from https://engagemii.com/aeo/brands/majorfluent
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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