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AI Visibility Scorecard
Roga Books
rogabook.com · Technology
Somewhat visible. AI bots can read Roga Books, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#250,596 of 2,808,083 in Technology for AI visibility
6
/10
AEO Score
About Roga Books
from our crawl and measurement
"Discover a wide selection of rare books online at Roga Books. Start your book shopping journey today and uncover hidden gems." That is how Roga Books introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
The site gets some of it right: it has crawler access and the files AI engines look for, a clear heading structure, a clearly stated business identity. What holds it back is what is absent, including credibility markers like credentials or reviews.
Off the page there is almost nothing to corroborate it: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 6/10, Roga Books has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roga Books
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rogabook
Cite this score: Engagemii (2026). "AEO Score for Roga Books." Retrieved from https://engagemii.com/aeo/brands/rogabook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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