AI Visibility Scorecard
bootstrapjournal.com · Technology
At 1.86/10, Tumblr is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI
Top 50% in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.86
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
0
from bootstrapjournal.com
Archive / RSS Bootstrap Journal The everyday grunge of a bootstrapped online start-up Jul 27 “ If everyone is thinking alike, then somebody isn’t thinking.
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.86/10, Tumblr is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Beta? What Beta?
At least, that’s how I feel about my product’s beta after launching it. It seems to be non-existent. I’m not sure if that’s a good or bad thing, or if it’s just normal for new products in beta. When I launched the beta 2 weeks ago, I was expecting people to actually, you know, use it. Turns out, they’re not. I have a few theories about why, but no solid answers.
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.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bootstrapjournal
Cite this score: Engagemii (2026). "AEO Score for Tumblr." Retrieved from https://engagemii.com/aeo/brands/bootstrapjournal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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