AI Visibility Scorecard
Medium
emilwallner.medium.com · Technology
Borderline visible. AI bots can crawl Medium, 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 5 times
Claude · ChatGPT · Perplexity
#719,779 of 2,706,489 in Technology for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
More likely to be named than 89% of Technology companies
4
AEO Visibility
iNear-invisible · 3.5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
2
AI Adoption
iBasic · 2/100
About Medium
from our crawl and measurement
Medium describes itself simply: "Internet-educated, indie researcher, and in residency at Google Arts & Culture. Maker of palette.fm." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Person) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
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
Weak
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
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 3.5/10, Medium is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to colorize black & white photos with just 100 lines of neural network code?
👉 Check out the latest advancement in AI colorization, my desktop browser app for colorization.3232Emil Wallner·Oct 4, 2017
How To Acquire Knowledge?
Note: I’ve moved all my writing to Substack, please follow me there.88
How To Learn?
Note: I’ve moved all my writing to Substack, please follow me there.2626
Is this your brand?
The exact fixes for Medium
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/emilwallner-medium
Cite this score: Engagemii (2026). "AEO Score for Medium." Retrieved from https://engagemii.com/aeo/brands/emilwallner-medium
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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