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AI Visibility Scorecard
Running Back To Me by Jen Zelinsky
jenzelinsky.com · Education
Borderline visible. AI bots can crawl Running Back To Me by Jen Zelinsky, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#771,669 of 916,717 in Education for AI visibility
3.5
/10
AEO Score
About Running Back To Me by Jen Zelinsky
from our crawl and measurement
Running Back To Me by Jen Zelinsky describes itself simply: "Buy Running Back To Me directly from author Jen Zelinsky. A heart-centered children's book about emotional resilience and self-discovery. Purchase or donate a copy today at jenzelinsky.com." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 3.5/10, Running Back To Me by Jen Zelinsky is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Running Back To Me by Jen Zelinsky
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jenzelinsky
Cite this score: Engagemii (2026). "AEO Score for Running Back To Me by Jen Zelinsky." Retrieved from https://engagemii.com/aeo/brands/jenzelinsky
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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