Brands Rankings Sources Pricing

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

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Ray

ray.io

OverviewSignals

Strength dropped across key prompts2d

New citation source opportunity detected3d

Competitor strength shift in niche5d

Index

Organic Prompts Niches

Domain Citations Mention Citations Citation Gaps

Monitor

DashboardPromptsCompetitors

Setup

TrafficTracking Setup

Ray

ray.io

Brands
Ray

Brands
Ray

Peers

Brands that AI recommends alongside Ray, ranked by how frequently they co-appear across shared niches.

	Brand	Overlap	Parse Score
	Ray ray.io		73.5
	Kubeflow kubeflow.org		61.7
	Weights & Biases wandb.ai		78.7
	vLLM vllm.ai		68.8
	Hugging Face huggingface.co		82.1
	MLflow mlflow.org		74.8