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AI Visibility Scorecard
You're Overthinking It with Carrie Kaufman
carriekaufman.substack.com · Media & Entertainment
Somewhat visible. AI bots can read You're Overthinking It with Carrie Kaufman, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#30,456 of 1,894,937 in Media & Entertainment for AI visibility
6.7
/10
AEO Score
About You're Overthinking It with Carrie Kaufman
from our crawl and measurement
You're Overthinking It with Carrie Kaufman is a business whose own site puts it this way: "You're Overthinking It is a social and political commentary on the world we live in, what we accept as ‘true' and the media’s role in telling us who we are." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, 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
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.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
0
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 6.7/10, You're Overthinking It with Carrie Kaufman has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for You're Overthinking It with Carrie Kaufman
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Weekly ChatGPT & Claude citation tracking
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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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/carriekaufman-substack
Cite this score: Engagemii (2026). "AEO Score for You're Overthinking It with Carrie Kaufman." Retrieved from https://engagemii.com/aeo/brands/carriekaufman-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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