AI Visibility Scorecard
Tumblr
cuddlelust.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 1 times
Claude
#1,165,601 of 1,964,804 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Tumblr
from our crawl and measurement
Tumblr is a business whose own site puts it this way: "24391 month agothe-haiku-bot the-real-seebs Someone linked me this beautiful poster, and I'm just really impressed.My contribution: the-haiku-bot Someone linked me thisbeautiful poster, and." When AI engines look at it, they find little to work with. It scores 4.3 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).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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
Weak
No inbound links found yet.
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 4.3/10, Tumblr is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Painted with a FUCKING PALETTE KNIFE?
366221 month agobreeple transleninism I dont wanna shop online fucking ever anymore.Is the site a scam?Are the reviews real?Is the product real?Is the image ai generated and how much does the thing i would be spending money on ACTUALLY look like the fucking image.I am 34 years old and people older than me look at me like im fucking insane when I say I would rather drive my car to a store than have fucking 20 minute.
Is this your brand?
The exact fixes for Tumblr
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Tumblr.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cuddlelust
Cite this score: Engagemii (2026). "AEO Score for Tumblr." Retrieved from https://engagemii.com/aeo/brands/cuddlelust
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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