AI Visibility Scorecard
Medium
gesikowski.medium.com · Professional Services
At 3.9/10, Medium is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Technical AEO. That is fixable, and the signals below show where to start.
AI engines read this profile 15 times
Claude · Meta AI · ChatGPT · Apple Intelligence
62
AI Naming Predictability
iRarely named · 62/100
Professional Services average 8
Top 1% of Professional Services
See what's behind this score →3.9
AEO Visibility
iNear-invisible · 3.9/10
Professional Services average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Professional Services average 18
See what's behind this score →4
About Medium
from our crawl and measurement
Medium works in Professional Services. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 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 read this profile 15 times in our tracking, including ClaudeBot (Anthropic), Meta AI and GPTBot (ChatGPT).
- Company ·
- Medium
- Website ·
- gesikowski.medium.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 3.9/10, Medium is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
The People Getting Rich on AI Keep Warning You About It. Are You Listening Between The Lines?
AI has built a market that rhymes with the Roaring Twenties. Whether that should worry you depends on which part of the rhyme you’re…InBootcampbyCezary Gesikowski·Jun 15
Is this your brand?
The exact fixes for Medium
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Medium.
Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gesikowski-medium
Cite this score: Engagemii (2026). "AEO Score for Medium." Retrieved from https://engagemii.com/aeo/brands/gesikowski-medium
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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