Features
    Response Features

    Land inside the table, not just the paragraph

    Response Features turns raw AI answers into a metric you can act on.

    12k+
    answers analyzed / mo
    2
    models compared
    24h
    refresh cycle
    100%
    evidence backed
    Visualization

    Signal over time

    Sample data from a real GEO project

    Illustrative data

    W1W2W3W4W5W6W7W8W9W10W11W12015304560
    • ChatGPT
    • Gemini
    How it works

    From raw answer to actionable metric

    01

    Capture

    We ask the model your buying questions on a schedule.

    02

    Read

    Two layers parse each answer: deterministic + LLM.

    03

    Act

    Every metric drills down to the exact words behind it.

    Evidence

    Every metric, with the exact line behind it

    ChatGPT
    "Verbatim line from a model answer that powered the metric above."
    Prompt: sample buying question
    Gemini
    "A second example, neutral in tone but rich in context."
    Prompt: competitor comparison

    AI answers are not flat walls of text. They come with lists, comparison tables, shopping blocks, local packs and images. Sitting inside one of those is a different and far stronger kind of win than a passing line in prose. Response Features tells you whether you make the cut.

    What Response Features does

    We track which formats show up in the answers across your category, how often each one appears, and crucially, how often your brand lands inside them rather than getting left out in the surrounding text. Then we compare ChatGPT against Gemini, because the two build their answers very differently.

    Why it matters for GEO

    A mention buried in a paragraph is easy to skim past. A spot inside a comparison table or a shopping block is a recommendation with a frame around it. Knowing which formats dominate your category, and whether you are getting into them, tells you how to structure your own content and product data so the models can slot you into the high value formats.

    What you see

    Which features appear and how frequently, your inclusion rate inside each one, and the gap between the two engines, so you can prioritize the formats that matter most where you are weakest.

    Pairs with Compare across models and Citations.

    Why it matters

    Built to move real numbers

    Always evidence first

    No metric is reported without the verbatim line behind it.

    ChatGPT, Gemini, Google AI Mode and Perplexity

    Side by side, in the country and language you care about.

    Export-ready

    Send results into a client report or a Slack alert.

    FAQ

    Frequently asked

    How often does it refresh?+

    Daily by default; on-demand re-runs are one click.

    Can I export this?+

    Yes — CSV, PDF and a public link suitable for client reports.

    Keep exploring

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