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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

Mention Citations

Sources cited alongside Qdrant in AI responses

Co-cited Domains

Domains referenced alongside Qdrant in AI responses

Co-cited URLs

Specific pages referenced alongside Qdrant

Source
Share
Citations
Prompts

truefoundry.com

7 Best Vector Databases in 2025

2.7%993

firecrawl.dev

Best Vector Databases in 2025: A Complete Comparison Guide. Opens in new tab.

1.9%673

zenml.io

We Tried and Tested 10 Best Vector Databases for RAG ...

1.7%633

tellian.io

Vector Databases and Vector Search in Traditional Databases: 2025 overview – Tellian

1.4%513

learn.microsoft.com

Hybrid search using Semantic Kernel Vector Store connectors (Preview) | Microsoft Learn

1.4%492