AI Visibility Scorecard
Medium
· 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 2 times
Claude
#323,776 of 2,707,329 in Technology for AI visibility
86
AI Naming Predictability
iLikely to be named · 86/100
6
AEO Visibility
iBorderline · 5.6/10
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 is a business whose own site puts it this way: "Customer Success Manager at www.devtodev.com. Everything you need to know about analyzing and improving games and apps." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
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 2 times in our tracking, including ClaudeBot (Anthropic).
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
Weak
No inbound links found yet.
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
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 5.6/10, Medium has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Set Up Product Analytics From Day One?
Launching an app or game is just the beginning. If you want to grow, you need data.Anastasia Sukhanova @devtodev·Feb 10, 2025
How to Analyze First Player Session?
Learn how to analyze first player sessions with devtodev’s powerful analytics tools. Optimize onboarding, track key metrics, and identify…Anastasia Sukhanova @devtodev·Dec 13, 2024
How to Analyze Promo Campaigns: Christmas Edition?
Learn how to design, execute, and analyze promotional activities for apps and games during Christmas.Anastasia Sukhanova @devtodev·Nov 14, 2024
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
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 Medium.
Source & Attribution
Scored by Engagemii on October 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devtodev-medium
Cite this score: Engagemii (2026). "AEO Score for Medium." Retrieved from https://engagemii.com/aeo/brands/devtodev-medium
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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