AI Visibility Scorecard
Collected Things
collectedthings.com · Education
Borderline visible. AI bots can crawl Collected Things, 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 1 times
Claude
#860,428 of 936,248 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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 3.2 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 visited once in our tracking, including ClaudeBot (Anthropic).
The 6 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.
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 3.2/10, Collected Things is crawlable but under-signaled - 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.
Is this your brand?
The exact fixes for Collected Things
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Collected Things.
Source & Attribution
Scored by Engagemii on August 10, 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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