AI Visibility Scorecard
Medium
plutopsyche.medium.com · Technology
Somewhat visible. AI bots can read Medium, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 75 times
Meta AI · Apple Intelligence · Claude · ChatGPT
#194,653 of 2,704,979 in Technology for AI visibility
26
5
AEO Visibility
iBorderline · 5.2/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Medium
from our crawl and measurement
Medium describes itself simply: "Nico Mara-McKay is a historian, writer, and editor in Tkaronto (Toronto). Ephemeral Record of trans and queer histories: patreon.com/ephemeralrecord." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
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 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Fair
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 5.2/10, Medium has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Bluesky?
This article explains how Bluesky works for new users and how to get the most out of the new social networking app.44
Is this your brand?
The exact fixes for Medium
Which AI engines already crawl you
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/plutopsyche-medium
Cite this score: Engagemii (2026). "AEO Score for Medium." Retrieved from https://engagemii.com/aeo/brands/plutopsyche-medium
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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