AI Visibility Scorecard
codex28.com · Education
Somewhat visible. AI bots can read Lumerionbooks, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · ShapBot
#312,025 of 937,395 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Lumerion Books, Your Online Bookstore for Knowledge, Personal Growth, and Inspiration. 📚✨ Discover inspiring books, valuable digital editions, and practical courses created to help you." That is how Lumerionbooks introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 5.1/10, Lumerionbooks has a working base to build on - fixable, and the signals above are where to start.
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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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Lumerionbooks lists 110 products, 107 in stock, priced 4.88 to 8,000.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codex28
Cite this score: Engagemii (2026). "AEO Score for Lumerionbooks." Retrieved from https://engagemii.com/aeo/brands/codex28
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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