AI Visibility Scorecard
outsidecat.com · Education
Borderline visible. AI bots can crawl Thoughts On Stuff, 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
#100,711 of 937,290 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 60% of Education companies
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from outsidecat.com
Thoughts On Stuff Menu How to: split an order of bulk food By sunday on April 17, 2020 I got word that a regional restaurant supply company had pivoted to serving residential homes, with next-day, free shipping.
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
Weak
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
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.
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 4/10, Thoughts On Stuff is crawlable but under-signaled - fixable, and the signals above are where to start.
How to: split an order of bulk food?
By sunday on April 17, 2020 I got word that a regional restaurant supply company had pivoted to serving residential homes, with next-day, free shipping.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/outsidecat
Cite this score: Engagemii (2026). "AEO Score for Thoughts On Stuff." Retrieved from https://engagemii.com/aeo/brands/outsidecat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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