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AI Visibility Scorecard
Circle of Reading by Leo Tolstoy
circleofreading.com · Other
Borderline visible. AI bots can crawl Circle of Reading by Leo Tolstoy, 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
4.7
/10
AEO Score
About Circle of Reading by Leo Tolstoy
from our crawl and measurement
Circle of Reading by Leo Tolstoy describes itself simply: "The wisdom of the world collected and curated for every day by Leo Tolstoy." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once 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
3
Clear headings and answer-style content.
Entity Clarity
3
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
2
Forum and community discussion.
0
No Reddit mentions 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 4.7/10, Circle of Reading by Leo Tolstoy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Circle of Reading by Leo Tolstoy
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/circleofreading
Cite this score: Engagemii (2026). "AEO Score for Circle of Reading by Leo Tolstoy." Retrieved from https://engagemii.com/aeo/brands/circleofreading
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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