AI Visibility Scorecard
leanpub.com · Media & Entertainment
Well-positioned for AI search. Its weakest signals, Backlinks, Domain Trust and Entity Presence, are where Leanpub still has room to grow.
AI engines read this profile 16 times
ChatGPT · Claude · Apple Intelligence · Amazon Alexa
Top 1% in Media & Entertainment for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Media & Entertainment average 17
Top 1% of Media & Entertainment
See what's behind this score →8.22
AEO Visibility
iHighly visible · 8.22/10
Media & Entertainment average 2.5
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 →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Media & Entertainment average 15
See what's behind this score →14
from our crawl and measurement
Leanpub describes itself simply: "Read ebooks and take online courses while the author is still writing them, and get every update free. Or write, publish, and sell your own in-progress book or course on Leanpub." Measured against the on-page and off-page signals AI engines rely on, it scores 8.22 out of 10, a strong showing.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 16 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 8.22/10, Leanpub is well placed; the signals above show what is left to gain.
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leanpub
Cite this score: Engagemii (2026). "AEO Score for Leanpub." Retrieved from https://engagemii.com/aeo/brands/leanpub
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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