AI Visibility Scorecard
Things I Learned Last Night
tilln.com · Media & Entertainment
Borderline visible. AI bots can crawl Things I Learned Last Night, 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 24 times
Meta AI · Claude · Apple Intelligence · ShapBot
#151,854 of 1,966,289 in Media & Entertainment for AI visibility
<1
5
AEO Visibility
iBorderline · 4.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Things I Learned Last Night
from our crawl and measurement
Things I Learned Last Night is a business whose own site puts it this way: "Things I Learned Last Night is an educational comedy podcast that will leave you laughing while you learn. Watch, Listen or read right now!." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 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
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 4.6/10, Things I Learned Last Night is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have an Idea?
We're always looking for creative new topics to bring to the show. We want to hear from you. Send us your ideas or feedback on the podcast. Contact Us
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The exact fixes for Things I Learned Last Night
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tilln
Cite this score: Engagemii (2026). "AEO Score for Things I Learned Last Night." Retrieved from https://engagemii.com/aeo/brands/tilln
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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