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    Tools & brands

    Unstructured

    10 observations4 of 5 engines name itLast seen Sep 21, 2026

    Where it is named

    Questions where Unstructured is named, best average position first
    QuestionAvg positionMention rateEngines
    What are the best tools for RAG & context engineering?
    RAG
    		#6.3 ±3.44 of 7 answersChatGPT, Google AI Mode, Gemini, Copilot
    What are the top RAG & context engineering tools in 2026?
    RAG
    		#11.0 ±6.14 of 12 answersChatGPT, Google AI Mode, Gemini
    Which RAG and context engineering tools are most popular in 2026?
    RAG
    		#11.01 of 4 answersChatGPT
    Which RAG and context engineering tools are most popular in 2026?
    RAG
    		#11.01 of 5 answersChatGPT

    Which engines name it - and which do not

    • ChatGPT4 questions
    • Google AI Mode2 questions
    • Gemini2 questions
    • Copilot1 question
    • Perplexitynever named

    ChatGPT names Unstructured in 4 questions, Google AI Mode names Unstructured in 2 questions, Gemini names Unstructured in 2 questions and Copilot names Unstructured in 1 question. Perplexity has not named Unstructured in any of these questions - that is where the ground is open.

    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 21, 2026. This page is generated from observations only - it is not claimed or edited by Unstructured.