AI Visibility Scorecard
Open Numerics — Scientific Computing & AI, Advised and Built
opennumerics.com · Technology
Borderline visible. AI bots can crawl Open Numerics — Scientific Computing & AI, Advised and Built, 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 4 times
Claude · Apple Intelligence
#1,222,343 of 2,705,620 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
14
AI Adoption
iBasic · 14/100
About Open Numerics — Scientific Computing & AI, Advised and Built
from our crawl and measurement
Open Numerics Scientific Computing & AI, Advised and Built is a business whose own site puts it this way: "Open Numerics advises on the hardest scientific-computing and AI problems, and builds and deploys the solution." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, 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
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Fair
Established authority for your domain.
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 4.8/10, Open Numerics — Scientific Computing & AI, Advised and Built is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Think we can unlock value for your business?
Reach out at [email protected] and let's talk about your toughest computational challenge. © Open Numerics, LLC
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The exact fixes for Open Numerics — Scientific Computing & AI, Advised and Built
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opennumerics
Cite this score: Engagemii (2026). "AEO Score for Open Numerics — Scientific Computing & AI, Advised and Built." Retrieved from https://engagemii.com/aeo/brands/opennumerics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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