AI Visibility Scorecard
Collected Things
collectedthings.com · Education
At 1.55/10, Collected Things 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, Entity Clarity and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Education for AI visibility
<1
1.55
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
About Collected Things
from our crawl and measurement
"Collected Things Print volumes and more available From the Keep He Came to the End He came to the end, dragging his stuff, a mountain on a string, behind him." That is how Collected Things introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.55 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Collected Things
- Website ·
- collectedthings.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.55/10, Collected Things is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How to Cast Spells?
The water tastes foul. There is a turd in it. He is drinking from the toilet.
What Was Coming?
He ran down the mountain to give word to the village about what was coming. "How big was it?" they asked. "Huge," he replied. "Is it fearsome?" they asked. "I shat in my pants," he said. "What does that have to do with anything?" they asked. "It's a figure of speech," he said. "But it's also true, yes?" they said. "Because you do smell like shit." "Yes," he said.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collectedthings
Cite this score: Engagemii (2026). "AEO Score for Collected Things." Retrieved from https://engagemii.com/aeo/brands/collectedthings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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