NVIDIA Garak AI visibility score and rankings

Parse Score

57.7

90.7Excellent

How well you compete

48.9Great

How broadly AI mentions you

17.5Poor

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Parse Score

57.7

90.7Excellent

How well you compete

48.9Great

How broadly AI mentions you

17.5Poor

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Brand performance

How NVIDIA Garak's AI visibility has changed over time

Brands AI most often recommends alongside NVIDIA Garak

Questions people ask AI where NVIDIA Garak appears in the last 30 days

Prompt	Prompt visibility
I need a chatbot testing tool that simulates adversarial attacks and does not just test functional happy paths.	47.9
I'm looking for a tool to check if my fine-tuned model is "over-memorizing" training data. What is the best tool for detecting training data leakage?	31.3
I'm looking for a tool to monitor LLM outputs in production for toxicity, bias, and prompt injection attacks.	19.3

Domains AI cites when recommending NVIDIA Garak in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
I need a chatbot testing tool that simulates adversarial attacks and does not just test functional happy paths.	47.9
I'm looking for a tool to check if my fine-tuned model is "over-memorizing" training data. What is the best tool for detecting training data leakage?	31.3
I'm looking for a tool to monitor LLM outputs in production for toxicity, bias, and prompt injection attacks.	19.3

Domain	Citations	Prompts
en.wikipedia.org Garak (software) - Wikipedia	17	10

Domain	Citations	Prompts
en.wikipedia.org Garak (software) - Wikipedia	17	10