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    Tools & brands

    Snowflake is named by AI engines in 35 questions across 18 segments.

    150 observations5 of 5 engines name itLast seen Sep 8, 2026

    Where it is named

    Questions where Snowflake is named, best average position first
    QuestionAvg positionNamed inEngines
    What are the top Modern data stack & analytics engineering tools in 2026?
    Analytics Engineering
    		#2.2 ±1.515 of 15 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What are the best tools for Modern data stack & analytics engineering?
    Analytics Engineering
    		#2.9 ±1.111 of 12 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    The Great Unstacking: Your MarTech Stack May Be Obsolete in the Age of Agentic AI
    Marketing Operations
    		#3.01 of 5 answersGemini
    What are the top 10 tools for big data analytics?
    Product Analytics
    		#3.2 ±0.85 of 5 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What tools should a data engineer know?
    Data Privacy
    		#3.4 ±2.610 of 10 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What are the top 10 tools for big data analytics?
    Analytics Engineering
    		#3.6 ±1.417 of 18 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What are the top 10 big data tools?
    Product Analytics
    		#3.8 ±2.45 of 5 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What are the top 10 cloud computing tools?
    Edge Computing
    		#5.01 of 10 answersCopilot
    What are the best tools for data engineering?
    Data Science
    		#5.3 ±2.515 of 15 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What are some modern data analytical tools?
    Analytics Engineering
    		#6.0 ±2.77 of 8 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What are the top 10 data analysis tools?
    Data Privacy
    		#6.3 ±3.83 of 5 answersChatGPT, Google AI Mode, Copilot
    Which AI tool is best for predicting outcomes?
    Prediction markets
    		#7.01 of 4 answersGemini
    What are common analytics tools?
    Sports Tech
    		#7.01 of 5 answersCopilot
    Who has the best AI infrastructure?
    AI Infrastructure
    		#7.01 of 5 answersCopilot
    What is the best analytics tool?
    Product Analytics
    		#7.3 ±3.94 of 12 answersChatGPT, Google AI Mode, Perplexity, Copilot
    What are the best tools for Martech / marketing ops?
    Marketing Operations
    		#7.3 ±1.53 of 8 answersChatGPT, Google AI Mode, Gemini
    What are the best tools for data analytics?
    People Analytics
    		#7.8 ±1.88 of 14 answersChatGPT, Google AI Mode, Gemini, Perplexity, Copilot
    What are the best tools for Digital health / health tech?
    Digital Health
    		#8.01 of 15 answersChatGPT
    What are the best tools for growth marketers?
    Growth Marketing
    		#8.01 of 5 answersChatGPT
    What tools are needed for HR analytics?
    People Analytics
    		#8.01 of 4 answersChatGPT
    What are the top 10 analytics tools?
    People Analytics
    		#8.3 ±2.24 of 13 answersGoogle AI Mode, Copilot
    What are the top 10 analytics tools?
    Enterprise GTM
    		#8.5 ±0.72 of 5 answersGoogle AI Mode, Copilot
    What are the top 10 analytics tools?
    Sports Tech
    		#8.7 ±2.33 of 7 answersChatGPT, Google AI Mode, Copilot
    What are the top 5 data analysis tools?
    Data Privacy
    		#9.01 of 5 answersCopilot
    What are the top 10 analytics tools?
    Data Privacy
    		#10.02 of 5 answersGoogle AI Mode, Copilot
    Which companies are the best for product marketing?
    Product marketing
    		#10.01 of 5 answersGoogle AI Mode
    What are the top Data science & ML engineering tools in 2026?
    Data Science
    		#11.0 ±11.06 of 12 answersChatGPT, Google AI Mode, Gemini
    What are the best tools for RevOps & revenue architecture?
    Revenue Operations
    		#11.4 ±3.85 of 13 answersChatGPT, Google AI Mode, Gemini, Perplexity
    What are the top 10 ETL tools?
    Analytics Engineering
    		#12.01 of 13 answersPerplexity
    What are the best tools for Climate tech?
    Climate tech
    		#13.01 of 13 answersChatGPT
    Which tool is best for data science?
    Data Science
    		#13.01 of 13 answersCopilot
    What are the best tools for Fintech?
    Fintech
    		#13.2 ±6.35 of 12 answersChatGPT, Gemini, Perplexity
    Which company is best for product managers?
    Product management
    		#14.01 of 5 answersGemini
    What software is best for fintech companies?
    Fintech
    		#17.01 of 5 answersChatGPT
    What are the best tools for Data science & ML engineering?
    Data Science
    		#20.0 ±5.55 of 13 answersChatGPT, Gemini, Perplexity, Copilot

    Which engines name it — and which do not

    • ChatGPT22 questions
    • Copilot21 questions
    • Google AI Mode19 questions
    • Gemini17 questions
    • Perplexity14 questions

    ChatGPT names Snowflake in 22 questions, Copilot names Snowflake in 21 questions, Google AI Mode names Snowflake in 19 questions, Gemini names Snowflake in 17 questions and Perplexity names Snowflake in 14 questions.

    Counted from the questions above. A question may not have run on every engine.

    Where it is strongest and weakest

    Strongest

    Weakest

    ± is the spread of positions across answers. A wide spread means the ranking is unstable — which means it is winnable.

    Source: ranking answers from 5 AI engines, first seen Aug 6, 2026, last seen Sep 8, 2026. This page is generated from observations only — it is not claimed or edited by Snowflake.