AI Visibility Scorecard
The Learner Lab
thelearnerlab.com · Media & Entertainment
At 3.08/10, The Learner Lab is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 11 times
Meta AI · Claude · Perplexity · Parallel
Top 25% in Media & Entertainment for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Media & Entertainment average 17
Top 11% of Media & Entertainment
See what's behind this score →3.08
AEO Visibility
iNear-invisible · 3.08/10
Media & Entertainment average 2.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Media & Entertainment average 15
See what's behind this score →0
About The Learner Lab
from our crawl and measurement
The Learner Lab is a business whose own site puts it this way: "Helping you and your team get better at getting better. Good science. No jargon. Taught so that you can understand it." When AI engines look at it, they find little to work with. It scores 3.08 out of 10.
The site does the on-page work well, with structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 5 AI crawler visits here: the engines come, the question is what they find.
- Company ·
- The Learner Lab
- Website ·
- thelearnerlab.com
- Industry ·
- Media & Entertainment
- Location ·
- Denver, CO
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.08/10, The Learner Lab is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How to Make Feedback Useful?
Most podcasts, books, and TED talks about learning give you the same advice: if you want to get better, get feedback. It’s good advice.… 4 min read Article
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for The Learner Lab.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thelearnerlab
Cite this score: Engagemii (2026). "AEO Score for The Learner Lab." Retrieved from https://engagemii.com/aeo/brands/thelearnerlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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