AI Visibility Scorecard
Papers With Code 2
paperswithcode2.com · Technology
Borderline visible. AI bots can crawl Papers With Code 2, 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 3 times
Claude · Apple Intelligence
#2,160,692 of 2,707,329 in Technology for AI visibility
50
AI Naming Predictability
iSometimes named · 50/100
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
6
AI Adoption
iBasic · 6/100
About Papers With Code 2
from our crawl and measurement
"The community successor to Papers With Code. Track state-of-the-art machine learning results across thousands of benchmarks." That is how Papers With Code 2 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), a sitemap. What holds it back is what is absent, including an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
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
Fair
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 3.4/10, Papers With Code 2 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Papers With Code 2
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/paperswithcode2
Cite this score: Engagemii (2026). "AEO Score for Papers With Code 2." Retrieved from https://engagemii.com/aeo/brands/paperswithcode2
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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