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AI Visibility Scorecard
Modular: Inference from Kernel to Cloud
www.modular.com · Technology
Somewhat visible. AI bots can read Modular: Inference from Kernel to Cloud, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#56,676 of 2,641,221 in Technology for AI visibility
6.7
/10
AEO Score
About Modular: Inference from Kernel to Cloud
from www.modular.com
The unified AI inference stack - from custom GPU kernels to production cloud serving on NVIDIA and AMD. 2x performance. Top open models. Open source stack.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
5
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
0
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 6.7/10, Modular: Inference from Kernel to Cloud has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Modular: Inference from Kernel to Cloud
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-modular
Cite this score: Engagemii (2026). "AEO Score for Modular: Inference from Kernel to Cloud." Retrieved from https://engagemii.com/aeo/brands/www-modular
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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