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AI Visibility Scorecard
mathfactor.uark.edu · Media & Entertainment
Somewhat visible. AI bots can read The Math Factor Podcast, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#28,667 of 1,883,387 in Media & Entertainment for AI visibility
6.7
/10
AEO Score
from our crawl and measurement
The Math Factor Podcast describes itself simply: "The website for the math factor, a podcast on mathematics, logic and puzzles, by Chaim Goodman-Strauss and Kyle Kellams, airing weekly on KUAF 91.3 FM in Fayetteville, Arkansas." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
8
Forum and community discussion.
0
No Reddit mentions found yet.
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, The Math Factor Podcast has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Math Factor Podcast
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathfactor-uark-edu
Cite this score: Engagemii (2026). "AEO Score for The Math Factor Podcast." Retrieved from https://engagemii.com/aeo/brands/mathfactor-uark-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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