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AI Visibility Scorecard
Unsolicited: Fatties Talk Back
unsolicitedftb.libsyn.com · Media & Entertainment
Somewhat visible. AI bots can read Unsolicited: Fatties Talk Back, 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 1,894,916 in Media & Entertainment for AI visibility
6.7
/10
AEO Score
About Unsolicited: Fatties Talk Back
from our crawl and measurement
"Join fat activists Marquisele Mercedes (she/her), Da’Shaun Harrison (they/them), Caleb Luna (they/them), Bryan Guffey (they/them), and Jordan Underwood (they/he) as they break...." That is how Unsolicited: Fatties Talk Back introduces itself. Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
5
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 Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
8
Press and news coverage.
Community
7
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, Unsolicited: Fatties Talk Back has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Unsolicited: Fatties Talk Back
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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/unsolicitedftb-libsyn
Cite this score: Engagemii (2026). "AEO Score for Unsolicited: Fatties Talk Back." Retrieved from https://engagemii.com/aeo/brands/unsolicitedftb-libsyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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