Brands Rankings Sources Pricing

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

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Toptal

toptal.com

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

Toptal

toptal.com

Brands
Toptal

Brands
Toptal

Peers

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

	Brand	Overlap	Parse Score
	Toptal toptal.com		35.7
	Weights & Biases wandb.ai		78.7
	Comet comet.com		76.6
	Kubeflow kubeflow.org		61.7
	MLflow mlflow.org		74.8
	Kajabi kajabi.com		77.9