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    Tools & brands

    Python is named by AI engines in 25 questions across 14 segments.

    68 observations5 of 5 engines name itLast seen Sep 6, 2026

    Where it is named

    Questions where Python is named, best average position first
    QuestionAvg positionNamed inEngines
    Which tool is best for data science?
    Data Science
    		#1.013 of 13 answersChatGPT, AI Overview, Gemini, Perplexity, Copilot
    What are the best tools for Data science & ML engineering?
    Data Science
    		#1.09 of 13 answersChatGPT, AI Overview, Gemini, Perplexity, Copilot
    Which is better, a data scientist or a ML engineer?
    Data Science
    		#1.02 of 2 answersAI Overview, Gemini
    How hard is it to get into sports analytics?
    Sports Tech
    		#1.02 of 2 answersAI Overview, Gemini
    What are the best tools for data engineering?
    Data Science
    		#1.3 ±0.54 of 15 answersChatGPT, AI Overview
    What tools should a data engineer know?
    Data Privacy
    		#1.8 ±0.58 of 10 answersChatGPT, AI Overview, Gemini, Perplexity
    What are the top 10 data analysis tools?
    Data Privacy
    		#2.2 ±1.15 of 5 answersChatGPT, AI Overview, Gemini, Perplexity, Copilot
    What are the top Data science & ML engineering tools in 2026?
    Data Science
    		#2.3 ±3.58 of 12 answersChatGPT, Gemini, Perplexity, Copilot
    What are the top 5 data analysis tools?
    People Analytics
    		#2.3 ±1.04 of 5 answersChatGPT, AI Overview, Gemini, Perplexity
    What are the top 5 data analysis tools?
    Data Privacy
    		#2.5 ±1.34 of 5 answersChatGPT, AI Overview, Gemini, Perplexity
    Is backend easy to learn?
    Distributed Systems
    		#2.5 ±2.12 of 3 answersAI Overview, Gemini
    What software do quant traders use?
    Quant Trading
    		#2.6 ±4.68 of 15 answersChatGPT, AI Overview, Gemini, Perplexity
    What are the top 10 analytics tools?
    Sports Tech
    		#3.01 of 7 answersAI Overview
    What is the best data analytics tool?
    Product Analytics
    		#3.01 of 5 answersAI Overview
    What are the top 10 analytics tools?
    People Analytics
    		#4.04 of 13 answersAI Overview, Gemini
    What are the top 10 analytics tools?
    Enterprise GTM
    		#4.01 of 5 answersAI Overview
    What are some modern data analytical tools?
    Analytics Engineering
    		#4.3 ±1.87 of 8 answersChatGPT, AI Overview, Gemini, Perplexity, Copilot
    What are the best tools for data analytics?
    People Analytics
    		#4.5 ±2.513 of 14 answersChatGPT, AI Overview, Gemini, Perplexity, Copilot
    Who is considered the world's best software engineer?
    Platform engineering
    		#5.02 of 4 answersChatGPT, Copilot
    Is frontend good or backend?
    Frontend Development
    		#5.02 of 2 answersAI Overview, Gemini
    What are the top 10 analytics tools?
    Data Privacy
    		#5.01 of 5 answersAI Overview
    Which AI tool is best for predicting outcomes?
    Prediction markets
    		#6.01 of 4 answersGemini
    Which AI tool is best for predictions?
    Prediction markets
    		#7.0 ±2.63 of 8 answersChatGPT, Gemini
    What is the best AI tool for sports analysis?
    Sports Tech
    		#7.01 of 10 answersPerplexity
    What are the top 10 tools for big data analytics?
    Analytics Engineering
    		#7.5 ±3.52 of 18 answersGemini, Copilot
    What are the best tools for Modern data stack & analytics engineering?
    Analytics Engineering
    		#8.01 of 12 answersAI Overview
    What are the top 10 tools for big data analytics?
    Product Analytics
    		#8.01 of 5 answersAI Overview
    What are the best AI tools for prediction?
    Prediction markets
    		#9.01 of 5 answersGemini
    Who are the top 10 software engineers in the world?
    Platform engineering
    		#9.2 ±3.45 of 8 answersChatGPT, AI Overview, Gemini, Copilot
    What are the top 5 research tools?
    User Research
    		#9.5 ±0.72 of 10 answersPerplexity
    Which tech stack is most popular?
    Analytics Engineering
    		#10.0 ±2.24 of 5 answersChatGPT, AI Overview, Gemini, Copilot
    What is the best analytics tool?
    Product Analytics
    		#10.0 ±2.03 of 12 answersAI Overview
    What are common analytics tools?
    Sports Tech
    		#10.8 ±7.14 of 5 answersChatGPT, Gemini, Perplexity, Copilot
    What are the best tools for Fintech?
    Fintech
    		#12.5 ±5.02 of 12 answersChatGPT, AI Overview
    What skills are needed for a platform engineer?
    Platform engineering
    		#13.0 ±2.94 of 5 answersChatGPT, AI Overview, Perplexity, Copilot
    What are some effective tools for research?
    User Research
    		#15.0 ±5.72 of 5 answersChatGPT, Perplexity
    What are structured data tools?
    Structured Data
    		#15.01 of 3 answersGemini
    What kind of tools do biologists use?
    Biotech
    		#15.01 of 2 answersAI Overview
    What are the best tools for design engineers?
    Design engineering
    		#15.7 ±6.53 of 8 answersChatGPT, AI Overview, Perplexity
    What are the top Open source tools in 2026?
    Open source
    		#17.01 of 16 answersCopilot
    What are the best tools for Cybersecurity?
    Cybersecurity
    		#22.01 of 12 answersChatGPT

    Which engines name it — and which do not

    • AI Overview28 questions
    • Gemini23 questions
    • ChatGPT21 questions
    • Perplexity16 questions
    • Copilot13 questions

    AI Overview names Python in 28 questions, Gemini names Python in 23 questions, ChatGPT names Python in 21 questions, Perplexity names Python in 16 questions and Copilot names Python in 13 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 7, 2026, last seen Sep 6, 2026. This page is generated from observations only — it is not claimed or edited by Python.