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AI Visibility Scorecard
whattoreadif.substack.com · Other
Somewhat visible. AI bots can read What To Read If, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
6.7
/10
AEO Score
from whattoreadif.substack.com
Where book lovers find their next great read. Click to read What To Read If, by Elizabeth, a Substack publication with tens of thousands of subscribers.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions found yet.
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 6.7/10, What To Read If has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for What To Read If
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/whattoreadif-substack
Cite this score: Engagemii (2026). "AEO Score for What To Read If." Retrieved from https://engagemii.com/aeo/brands/whattoreadif-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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