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AI Visibility Scorecard
Professor Buzzkill
professorbuzzkill.com · Media & Entertainment
Somewhat visible. AI bots can read Professor Buzzkill, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#29,868 of 1,879,127 in Media & Entertainment for AI visibility
6.7
/10
AEO Score
About Professor Buzzkill
from our crawl and measurement
Professor Buzzkill describes itself simply: "The Professor Buzzkill podcast is a weekly romp through some of the history myths that are most deeply embedded in our culture." 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 structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
6
Reddit mentions and discussion.
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, Professor Buzzkill has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Professor Buzzkill
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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/professorbuzzkill
Cite this score: Engagemii (2026). "AEO Score for Professor Buzzkill." Retrieved from https://engagemii.com/aeo/brands/professorbuzzkill
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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