AI Visibility Scorecard
The Book Patch LLC.
app.thebookpatch.com · Media & Entertainment
At 3.37/10, The Book Patch LLC. is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 17 times
Meta AI · Claude · Parallel · ChatGPT
Top 10% in Media & Entertainment for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Media & Entertainment average 17
Top 8% of Media & Entertainment
See what's behind this score →3.37
AEO Visibility
iNear-invisible · 3.37/10
Media & Entertainment average 2.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Media & Entertainment average 15
See what's behind this score →0
About The Book Patch LLC.
from our crawl and measurement
The Book Patch LLC. describes itself simply: "Skip the middle man and take your story straight to the world, on your terms." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
AI crawlers have read this profile 17 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- The Book Patch LLC.
- Website ·
- app.thebookpatch.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 3.37/10, The Book Patch LLC. is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/app-thebookpatch
Cite this score: Engagemii (2026). "AEO Score for The Book Patch LLC.." Retrieved from https://engagemii.com/aeo/brands/app-thebookpatch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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