AI Visibility Scorecard
thoughtstation.com · Media & Entertainment
Borderline visible. AI bots can crawl Tumblr, 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 5 times
Meta AI · Claude
#848,508 of 1,966,289 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Thought Station is a little corner of the web where I can jot down my thoughts, and strike up conversations with others who have thoughts, too." That is how Tumblr introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (ItemList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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.
How the web signals your brand to AI
Backlinks
Good
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.
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 4/10, Tumblr is crawlable but under-signaled - fixable, and the signals above are where to start.
Is Religion a Design and is G-d the Architect?
I was recently having a conversation with a friend who is an atheist, discussing death and religion. During the conversation, he asked, in a bemused fashion, how someone who was religious who was diagnosed with cancer at a young age could not question their a deeply-held religious beliefs. I had just experienced this situation with a friend who was both deeply religious and diagnosed with cancer at a very young age.
Math Wizzes: Why is our math not based on universal shapes?
Over dinner with a friend, he was explaining how he was intent on memorizing Pi – a number that goes on forever – this year, up to 106 digits.
The end of the family doctor?
So I went to see my Doctor (general practice/family doctor) today. Great guy. He’s been a GP his whole life. He told me today how he sees the end of the road for the GP. He sees all the policies, innovation and the money going increasingly to specialists. And he sees med school students increasingly picking specialty areas because that’s where the money and opportunity is.In one way, this makes sense.
Is this your brand?
The exact fixes for Tumblr
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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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thoughtstation
Cite this score: Engagemii (2026). "AEO Score for Tumblr." Retrieved from https://engagemii.com/aeo/brands/thoughtstation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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