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AI Visibility Scorecard
Dirty Pants Pottery
dirtypantspots.com · Education
Somewhat visible. AI bots can read Dirty Pants Pottery, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#207,662 of 885,212 in Education for AI visibility
5.5
/10
AEO Score
About Dirty Pants Pottery
from our crawl and measurement
Dirty Pants Pottery is a business whose own site puts it this way: "Small batch wheel thrown pottery in the East Bay Area, CA." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.5/10, Dirty Pants Pottery has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Dirty Pants Pottery
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dirtypantspots
Cite this score: Engagemii (2026). "AEO Score for Dirty Pants Pottery." Retrieved from https://engagemii.com/aeo/brands/dirtypantspots
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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