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AI Visibility Scorecard
CuPy
cupy.dev · Technology
Somewhat visible. AI bots can read CuPy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#62,256 of 2,706,098 in Technology for AI visibility
6.7
/10
AEO Score
About CuPy
from our crawl and measurement
CuPy is a business whose own site puts it this way: "Run NumPy/SciPy code on GPU. Supports NVIDIA CUDA and AMD ROCm." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on sitemaps and entity links AI can follow. It is passable on a workable page structure and basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established, there is little discussion of it and it barely surfaces on Reddit. Beyond that, there is no press coverage to draw on.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
4
Forum and community discussion.
3
Reddit mentions and discussion.
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 6.7/10, CuPy has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for CuPy
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cupy-dev
Cite this score: Engagemii (2026). "AEO Score for CuPy." Retrieved from https://engagemii.com/aeo/brands/cupy-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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