AI Visibility Scorecard
programmingisterrible.com · Media & Entertainment
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 9 times
Meta AI · Claude · Apple Intelligence · ByteDance AI
#48,131 of 1,966,627 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"I didn’t start this blog to talk about computers, I started this blog to capture the discussions I was having, to avoid repeating myself." That is how Tumblr introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (ItemList), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Fair
Social discussion and mentions.
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 6.4/10, Tumblr has a working base to build on - fixable, and the signals above are where to start.
What’s the best way to learn photography?
Practice.I’m sorry, but it’s true. You need to abandon the idea of taking perfect photographs and give in to the numbers game.Now, there’s some photographers who like to spend three hours measuring light before taking a picture, there’s other photographers who like to spend three hours processing negatives before making a print, and there’s always someone who enjoys using a computer and post-processing the fuck out.
What’s the best camera for a beginner?
The one you’re carrying.Sometimes this means buying a camera you’ll want to take with you. A camera you enjoy using is always going to be better than a camera you leave at home, no matter the specs.
Will a better camera improve my photos?
Theoretically, yes. In practice, not significantly. I’ve seen incredible photos from disposable cameras, and marvels from phone cameras. I’ve also seen some of the most dull pieces of shit out of the most expensive gear.A good photo has good lighting first and foremost. A good photo has good framing too.
What about video?
Ask a video person.All I know is that most stills cameras overheat very quickly if you’re shooting video, that, and things like managing focus breathing, or autofocus tracking speed become very important very quickly.In other words: Although you can shoot video on a stills camera, they vary greatly in how good they are at it.I do have one piece of advice for those of you using a fancy camera as a webcam:If you’re.
So… what camera should I buy?
It depends. [Audience sighs]You buy one that makes you happy, and I can’t begin to guess what that might be.It is worth nothing that price, weight, and size usually factor into that decision, but there are a lot of different cameras out there, and frankly, there is no “magical best camera”, film or digital. Some cameras are better at video, some are better at stills.
Is this your brand?
The exact fixes for Tumblr
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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.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/programmingisterrible
Cite this score: Engagemii (2026). "AEO Score for Tumblr." Retrieved from https://engagemii.com/aeo/brands/programmingisterrible
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