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.
AI engines read this profile 1 times
Claude
#353,327 of 1,966,627 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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 5.4 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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Good
Forum and community discussion.
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 5.4/10, Unsolicited: Fatties Talk Back has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
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Is this your brand?
The exact fixes for Unsolicited: Fatties Talk Back
Which AI engines already crawl you
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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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