AI Visibility Scorecard
Tumblr
vanessahurst.com · Technology
Somewhat visible. AI bots can read Tumblr, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Apple Intelligence
#126,527 of 2,707,166 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Tumblr
from our crawl and measurement
"Vanessa Hurst 1.5M ratings 277k ratings See, that’s what the app is perfect for." That is how Tumblr introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
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 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
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
Weak
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
Fair
Forum and community discussion.
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 6.1/10, Tumblr has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How so? What are you up to lately?
The videos I’m doing, calling stuff out, asking questions, starting conversations that we need to have. We’re not going to improve our communities until everyone understands that this is going to be uncomfortable.
Uncomfortable, how?
Learning is uncomfortable, period, and we need to stop devaluing the learning process. Self-reflection is hard. Anything which allows us to become better people is going to be hard, and we need to stop looking for simple solutions to complex problems.
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
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vanessahurst
Cite this score: Engagemii (2026). "AEO Score for Tumblr." Retrieved from https://engagemii.com/aeo/brands/vanessahurst
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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