AI Visibility Scorecard
num.pyro.ai · Technology
Somewhat visible. AI bots can read NumPyro documentation — NumPyro documentation, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence
#11,293 of 2,704,641 in Technology for AI visibility
89
AI Naming Predictability
iAI names companies like this often · 89/100
Technology average 28
Top 1% of Technology
See what's behind this score →6
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →5
2
from our crawl and measurement
NumPyro documentation NumPyro documentation is a business whose own site puts it this way: "Example: Hilbert space approximation for Gaussian processes (multidimensional) Example: Predator-Prey Model Solving differential equations (ODEs) for multiple initial conditions." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page it is passable on basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Away from its own site, other sites link to it, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 6.1/10, NumPyro documentation — NumPyro documentation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NumPyro documentation — NumPyro documentation
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/num-pyro-ai
Cite this score: Engagemii (2026). "AEO Score for NumPyro documentation — NumPyro documentation." Retrieved from https://engagemii.com/aeo/brands/num-pyro-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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