AI Visibility Scorecard
Commonsense Epidemiology
markewhite.com · Media & Entertainment
Borderline visible. AI bots can crawl Commonsense Epidemiology, 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 6 times
Meta AI · Claude · ShapBot
#860,406 of 1,966,338 in Media & Entertainment for AI visibility
3
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Commonsense Epidemiology
from our crawl and measurement
Commonsense Epidemiology describes itself simply: "Skip to content Search Omicron Bows Out…for now Uncategorized / By Mark White Figures don’t lie, though they sometimes break our hearts." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Commonsense Epidemiology
- Website ·
- markewhite.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 8, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
Inbound links from other sites.
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 4/10, Commonsense Epidemiology is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's Next?
Hard to say for sure, but the odds are a new variant or sub-variant will pop up in the fall or winter.There was a kerfuffle about a new strain, omicron ba 2-12-1. It arrived just as cases were peaking, so it probably won’t cause a resurgence. As viruses, including covid-19, evolve they tend to become milder.
Is this your brand?
The exact fixes for Commonsense Epidemiology
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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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/markewhite
Cite this score: Engagemii (2026). "AEO Score for Commonsense Epidemiology." Retrieved from https://engagemii.com/aeo/brands/markewhite
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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