AI Visibility Scorecard
Book DNA
shepherd.com · Technology
Visible to AI search. AI engines can read Book DNA, and Structured Data, E-E-A-T Signals and Backlinks are what would get it named ahead of competitors.
AI engines read this profile 5 times
Claude · Parallel · Apple Intelligence
Top 1% in Technology for AI visibility
85
AI Naming Predictability
iNamed sometimes · 85/100
Technology average 28
Top 2% of Technology
See what's behind this score →6.14
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Book DNA
from our crawl and measurement
"Join the rebellion and meet the indie book platform readers deserve! Meet the books that you will love, not just like. ." That is how Book DNA introduces itself. Its AI visibility score is 6.14 out of 10: the engines can find and read it, with a few gaps left to close.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
- Company ·
- Book DNA
- Website ·
- shepherd.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 6.14/10, Book DNA is visible with gaps to close; the signals above show which.
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shepherd
Cite this score: Engagemii (2026). "AEO Score for Book DNA." Retrieved from https://engagemii.com/aeo/brands/shepherd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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