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Qdrant.tech

Recommended by ChatGPT across 48 prompt topics people ask about
113
ESTIMATED
ChatGPT referrals / mo
Prompt topics
48
Monthly ChatGPT prompts
25K
Est. value / mo
$59
Avg rank
7.94
These aren't logged prompts (ChatGPT doesn't share those). They're the commercial topics people ask ChatGPT to recommend products for, sized from real search demand and verified by running each one through ChatGPT. How we estimate this.

Prompts where ChatGPT recommends Qdrant.tech

Each topic written the way a person would ask it. Estimated visits = this site's share of that prompt's demand.

What's the best vector store? rank 3 5 /mo What's the best open source vector DB? rank 2 4 /mo What's the best open source vector database? rank 3 2 /mo What's the best vector database for RAG? rank 4 2 /mo What's the best AI vector generator? rank 8 1 /mo What's the best free vector database? rank 3 1 /mo What's the best semantic search engine? rank 3 1 /mo What's the best vector database for LLM? rank 3 1 /mo What's the best vector DB for RAG? rank 4 1 /mo What's the best AI vector maker? rank 11 0 /mo What's the best AI with memory? rank 9 0 /mo What's the best anchor retrieval system? rank 4 0 /mo What's the best database for a recommendation engine? rank 18 0 /mo What's the best database for chat? rank 17 0 /mo What's the best database for a chatbot? rank 7 0 /mo What's the best database for unstructured data? rank 19 0 /mo What are the best databases for AI? rank 8 0 /mo What's the best embedding model for RAG? rank 6 0 /mo What's the best embedding model for semantic search? rank 7 0 /mo Which embedding model for code is best? rank 11 0 /mo What's the best free vector database for RAG? rank 1 0 /mo

Different ways people phrase this prompt. We merge them into one category, and the full ranking covers them all.

View full details for this prompt →
    View full details for this prompt →

    Proof: a real ChatGPT answer

    One of the 5 runs for Which vector database is best?, verbatim.

    ChatGPT:
    1. pinecone.io
    2. weaviate.io
    3. milvus.io
    4. qdrant.tech ← this site
    5. redis.io
    6. mongodb.com
    7. aws.amazon.com
    8. azure.microsoft.com

    Where Qdrant.tech ranks

    How often ChatGPT places this site at each position across its prompt topics.

    #3
    most common spot
    25%
    of the time in the top 3
    #1
    2
    #2
    2
    #3
    8
    #4
    8
    #5
    1
    #6
    1
    #7
    3
    #8
    4
    #9
    2
    #10
    2
    #11
    5
    #12
    1
    #13
    2
    #14
    0
    #15
    0
    #16
    1
    #17
    2
    #18
    2
    #19
    2
    #20
    0

    Who else ChatGPT recommends

    Sites that come up for the same prompts as Qdrant.tech, ranked by how many topics they share.

    weaviate.io
    48 shared
    milvus.io
    48 shared
    pinecone.io
    47 shared
    aws.amazon.com
    37 shared
    openai.com
    34 shared
    cloud.google.com
    31 shared
    redis.io
    27 shared
    vespa.ai
    26 shared
    mongodb.com
    26 shared
    huggingface.co
    26 shared
    langchain.com
    25 shared
    chroma.com
    25 shared
    supabase.com
    22 shared
    azure.microsoft.com
    22 shared
    github.com
    21 shared
    faiss.ai
    21 shared
    llamaindex.ai
    17 shared
    opensearch.org
    16 shared
    elastic.co
    16 shared
    cohere.com
    16 shared
    How is this estimated?

    ChatGPT doesn't publish prompt data. We measure real demand for each commercial topic from Google search volume, scale it to ChatGPT's user base (about 1 ChatGPT user for every 8 Google searchers), and run each topic through ChatGPT 5 times to record which sites it recommends and in what order. A click-through-by-rank curve splits each topic's demand across the recommended sites. Every figure is a modeled estimate, not measured analytics. Full methodology →