AI Visibility Scorecard
Scott Johnson
comicdorks.com · Media & Entertainment
Borderline visible. AI bots can crawl Scott Johnson, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#1,080,615 of 1,965,124 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Scott Johnson
from our crawl and measurement
"The official website and shop of Scott Johnson & Frogpants Studios. Find the latest podcasts, art from Scott, buy merch, and support your favorite weirdo." That is how Scott Johnson introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 4.4/10, Scott Johnson is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
new to frogpants?
Welcome to Frogpants! Whether you’re here for the podcasts, the art, or you just took a wrong turn at a video game convention, I’m glad you made it. This is the official home for everything I do: From the daily show known as The Morning Stream and the deep dives on CORE to my latest illustrations and comics. Get info on all the current shows here!
Is this your brand?
The exact fixes for Scott Johnson
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Scott Johnson.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/comicdorks
Cite this score: Engagemii (2026). "AEO Score for Scott Johnson." Retrieved from https://engagemii.com/aeo/brands/comicdorks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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