AI Visibility Scorecard
Tumblr
ericboyer.com · Technology
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 2 times
Claude
#2,265,361 of 2,705,855 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 9% of Technology companies
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Tumblr
from our crawl and measurement
Tumblr describes itself simply: "Programming topics. [email protected] Careers StackOverflow Profile." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. What holds it back is structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.5/10, Tumblr is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Are The Benefits?
ManageabilityThis was a huge improvement as well, no more static HTML server. Everything is much easier. Adding new posts, comment management, site layout etc… Experts not requiredSquareSpace makes it easy enough for just about anyone to customize the look and feel, alter the text and get to a point where it looks really good. I have to say that it isn’t 100% there yet.
What Difficulties Were Experienced?
The two major issues that I experience were sidebar panels ‘selective display’ not working properly (which I talk about later) and the blog import. The blog import was less of a technical hurdle and more having to just spend the time to fix it.Choose your blog name carefully as well, as it can’t be changed. Setting up a custom domain just solves the URL display issue but you can’t alter the name of the admin account.
Has it Been A Success?
I would say so, our site is easier to maintain, easier to navigate, it has gotten more traffic, and after a year or so of no updates to a lot of the areas, we are finally improving sections. One thing that is an aside from improving the platform and design is the content of the blog. Having great, original content in areas which are new and upcoming drives visitors and links to your site.
Is this your brand?
The exact fixes for Tumblr
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ericboyer
Cite this score: Engagemii (2026). "AEO Score for Tumblr." Retrieved from https://engagemii.com/aeo/brands/ericboyer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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