AI Visibility Scorecard
Dev Atrophy Test
devatrophy.com · Technology
Borderline visible. AI bots can crawl Dev Atrophy Test, 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 · Apple Intelligence · Meta AI
#2,024,385 of 2,705,019 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
4
AI Adoption
iBasic · 4/100
About Dev Atrophy Test
from our crawl and measurement
Dev Atrophy Test is a business whose own site puts it this way: "Test your coding skills without AI assistance. Find out if you're still a dev lord or just larping." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (WebApplication) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
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 3.7/10, Dev Atrophy Test is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHY GET HUMBLED?
Find out if you're still a dev lord or actually just larpingRAW SKILLS ONLYNo back rubs. No hand-holding. Just pure sufferingFLEX YOUR DRIPNab your based rating and flex on the normie smoothbrainsSTOP THE ROTGit gud with personalized plans to fix your mess0Devs Humbled0%Are Brainlets0Minutes to Cope
Is this your brand?
The exact fixes for Dev Atrophy Test
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 Dev Atrophy Test.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devatrophy
Cite this score: Engagemii (2026). "AEO Score for Dev Atrophy Test." Retrieved from https://engagemii.com/aeo/brands/devatrophy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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