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The AI Recommendation Index. Track how brands appear in ChatGPT and Google AI Overview.

Products

  • Brand Explorer
  • Rankings
  • Sources
  • Integrations
  • Pricing

Resources

  • Metric Library
  • API (coming soon)

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vLLM

vLLM

vllm.ai

OverviewSignals
Strength dropped across key prompts2d
New citation source opportunity detected3d
Competitor strength shift in niche5d

Index

Organic PromptsNiches
Domain CitationsMention CitationsCitation Gaps
Peers

Monitor

DashboardPromptsCompetitors

Setup

TrafficTracking Setup
vLLM

vLLM

vllm.ai

  1. Brands
  2. vLLM
  1. Brands
  2. vLLM

Organic prompts

Prompts where AI mentions vLLM, and where it ranks

Prompt
Visibility
Avg position
The problem is, our GPU utilization for inference is low. What's the best tool for batching inference requests and optimizing GPU throughput?57.62.2
What's a good platform for reinforcement learning from human feedback (RLHF) to align our custom language models?5.63.0
Who are the leading firms in the optimization of large language models?1.914.3
Which service can distill a large, expensive foundation model into a smaller, faster one for on-device inference?0.810.0
I want to distill a large, expensive model into a smaller, faster one. What's the best model distillation or quantization framework?0.811.0