Predibase AI visibility score and rankings

Parse Score

64.8

85.0Excellent

How well you compete

48.0Great

How broadly AI mentions you

55.5Great

How often AI cites you

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

Parse Score

64.8

85.0Excellent

How well you compete

48.0Great

How broadly AI mentions you

55.5Great

How often AI cites you

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

Brand performance

How Predibase's AI visibility has changed over time

Brands AI most often recommends alongside Predibase

Questions people ask AI where Predibase appears in the last 30 days

Prompt	Prompt visibility
I am unable to fine-tune Llama 3 on our consumer hardware. Who offers parameter-efficient fine-tuning (PEFT/LoRA) as a service?	25.9
I am preparing to fine-tune an open-source model (Llama/Mistral) on our proprietary data. Who offers managed fine-tuning infrastructure?	20.8
Best fine-tuning service for cost + latency balance?	7.8

Domains AI cites when recommending Predibase in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
I am unable to fine-tune Llama 3 on our consumer hardware. Who offers parameter-efficient fine-tuning (PEFT/LoRA) as a service?	25.9
I am preparing to fine-tune an open-source model (Llama/Mistral) on our proprietary data. Who offers managed fine-tuning infrastructure?	20.8
Best fine-tuning service for cost + latency balance?	7.8

Domain	Citations	Prompts
predibase.com AI Agent Operations Platform \| Rubrik	2	1
predibase.com LLM Serving Guide: How to Build Faster Inference for Open-source Models \| Rubrik	1	1
rubrik.com Fine-Tune and Serve Open-Source AI—Faster and Cheaper \| Rubrik	1	1

Domain	Citations	Prompts
predibase.com AI Agent Operations Platform \| Rubrik	2	1
predibase.com LLM Serving Guide: How to Build Faster Inference for Open-source Models \| Rubrik	1	1
rubrik.com Fine-Tune and Serve Open-Source AI—Faster and Cheaper \| Rubrik	1	1