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AI Visibility Scorecard
A Commonplace Book
thornton2.com · Technology
Somewhat visible. AI bots can read A Commonplace Book, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#483,820 of 2,637,202 in Technology for AI visibility
5.5
/10
AEO Score
About A Commonplace Book
from our crawl and measurement
A Commonplace Book describes itself simply: "Thornton 2 dot Com Home About Site Map Search 1K5CO A Commonplace Book This is Ariel Millennium Thornton's commonplace book: a library of scraps, odds and ends, intellectual kipple, or a." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
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 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
2
Forum and community discussion.
Social Mentions
1
Social discussion and mentions.
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, A Commonplace Book has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for A Commonplace Book
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thornton2
Cite this score: Engagemii (2026). "AEO Score for A Commonplace Book." Retrieved from https://engagemii.com/aeo/brands/thornton2
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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