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Qdrant

AI visibility across 1 industries, with 5 mentions in live AI answers.

Global rank #2,329·Platform·Global·Global score: 79.4·Mentions: 5·Last updated Sep 5Live

Why AI recommends Qdrant

Brand snapshot

Citation summary: As of Sep 5, Trakkr ranks Qdrant #2,329 globally for AI visibility, with a 79.4/100 score across 1 industries and 5 mentions in tracked AI answers.

Track Qdrant's visibility in AI search. See how often ChatGPT, Claude, Gemini, and Perplexity recommend Qdrant when users ask related questions.

Industry

Score

Mentions

Avg Rank

5 mentions · avg pos 5.2

33.6

5.2

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Model coverage

ChatGPT

75%

Claude

60%

Gemini

69%

Perplexity

79%

How AI talks about this brand

Qdrant provides vector search and nearest-neighbor embedding services that power AI model retrieval, similarity search, and semantic search workflows, making it a go-to platform for LLM-powered apps.
Its open-source core and hosted cloud options differentiate it as an accessible, scalable vector database solution; strong integration with popular ML stacks boosts visibility in AI tooling discussions.
Ongoing updates around performance, multi-model support, and AI-focused features (e.g., filtering, ranking, and hybrid search) keep Qdrant prominent in developer and enterprise AI deployment conversations.

Qdrant vs Competitors

See how Qdrant compares to other brands in Vector Databases

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How Trakkr measures AI visibility

Use the methodology page to understand how Qdrant is scored, and use llms.txt to see the preferred crawl path into the rankings corpus.

Read methodology View llms.txt