AI Visibility Scorecard
chapterkeepers.com · E-commerce
Borderline visible. AI bots can crawl Chapter Keepers, 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
#574,110 of 738,283 in E-commerce for AI visibility
56
AI Naming Predictability
iSometimes named · 56/100
4
AEO Visibility
iNear-invisible · 3.6/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Calling all book lovers! Shop now and elevate your reading game with our bookish merch collection, from cozy sweatshirts and comfy shirts to candles and totes." That is how Chapter Keepers introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
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 3.6/10, Chapter Keepers is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Chapter Keepers
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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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Chapter Keepers lists 278 products, 278 in stock, priced 18.00 to 33.78.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chapterkeepers
Cite this score: Engagemii (2026). "AEO Score for Chapter Keepers." Retrieved from https://engagemii.com/aeo/brands/chapterkeepers
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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