OpenVINO Toolkit AI visibility score and rankings

Parse Score

63.3

93.8Excellent

How well you compete

50.4Great

How broadly AI mentions you

37.1Average

How often AI cites you

Snapshot as of Mar 13, 2026. Sign up free to see the latest daily data.

Parse Score

63.3

93.8Excellent

How well you compete

50.4Great

How broadly AI mentions you

37.1Average

How often AI cites you

Snapshot as of Mar 13, 2026. Sign up free to see the latest daily data.

Brand performance

How OpenVINO Toolkit's AI visibility has changed over time

Brands AI most often recommends alongside OpenVINO Toolkit

Questions people ask AI where OpenVINO Toolkit appears in the last 30 days

Prompt	Prompt visibility
My model's inference costs are skyrocketing on GPUs. Who specializes in model quantization and CPU-based inference optimization?	21.3
I am preparing to deploy edge AI to cameras. Who helps optimize models (quantization) for low-power devices?	8.8
We want to deploy an ML model to the edge. What is the best edge ML deployment framework?	7.2

Domains AI cites when recommending OpenVINO Toolkit in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
My model's inference costs are skyrocketing on GPUs. Who specializes in model quantization and CPU-based inference optimization?	21.3
I am preparing to deploy edge AI to cameras. Who helps optimize models (quantization) for low-power devices?	8.8
We want to deploy an ML model to the edge. What is the best edge ML deployment framework?	7.2

Domain	Citations	Prompts
en.wikipedia.org OpenVINO - Wikipedia	6	5
en.wikipedia.org Ambiq Micro - Wikipedia	1	1
theaijournal.co Efficient Edge ML Models: Real-Time Deployment Guide 2026	1	1

Domain	Citations	Prompts
en.wikipedia.org OpenVINO - Wikipedia	6	5
en.wikipedia.org Ambiq Micro - Wikipedia	1	1
theaijournal.co Efficient Edge ML Models: Real-Time Deployment Guide 2026	1	1