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AI Visibility Scorecard
JMS Books LLC
jms-books.com · publishing
Somewhat visible. AI bots can read JMS Books LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#5,979 of 510,063 in E-commerce for AI visibility
6.6
/10
AEO Score
About JMS Books LLC
from our crawl and measurement
JMS Books LLC describes itself simply: "Explore diverse LGBTQ+ fiction at JMS Books. We publish compelling LGBTQ+ romance, spicy romance, and young adult stories. Shop our latest releases or submit your original story today!." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on sitemaps and entity links AI can follow. It is passable on a workable page structure. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2010.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
7
Reddit mentions and discussion.
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 6.6/10, JMS Books LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for JMS Books LLC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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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/jms-books
Cite this score: Engagemii (2026). "AEO Score for JMS Books LLC." Retrieved from https://engagemii.com/aeo/brands/jms-books
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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