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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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Qdrant

Qdrant

qdrant.tech

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
Qdrant

Qdrant

qdrant.tech

  1. Brands
  2. Qdrant
  1. Brands
  2. Qdrant

Organic prompts

Prompts where AI mentions Qdrant, and where it ranks

Prompt
Visibility
Avg position
We need to handle complex, hierarchical user permissions in our semantic search. Which vector database has the best support for advanced metadata filtering and ACLs?59.82.7
Which vector database supports hybrid search (keyword + semantic) and can be run efficiently on-premise?41.72.5
I need a vector database that supports hybrid search (keyword + semantic) and runs efficiently on-premise.36.53.5
What’s the most accurate AI code search across multiple repos?1.08.0
Which companies develop AI interfaces for database interaction?1.08.0