AI Visibility Scorecard
Running Back To Me by Jen Zelinsky
jenzelinsky.com · Education
At 0.7/10, Running Back To Me by Jen Zelinsky is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#930,306 of 937,465 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 29% of Education companies
1
AEO Visibility
iNear-invisible · 0.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
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 it is close to invisible, scoring 0.7 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 0.7/10, Running Back To Me by Jen Zelinsky is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Running Back To Me by Jen Zelinsky
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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 August 30, 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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