Features
    Evidence Library

    From the metric to the proof, in one search

    Evidence Library 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

    Numbers move people. Quotes convince them. The Evidence Library is where every metric in LLM Visibility connects back to the exact sentence the model wrote, so nothing you report is ever taken on faith.

    What the Evidence Library does

    It is a search engine over your own proof. Look up a brand, a topic, a sentiment or a prompt, and pull the verbatim lines from ChatGPT and Gemini that sit behind it. Every claim your dashboard makes has its receipts here, one search away.

    Why it matters for GEO

    This is the difference between telling a client their visibility went up and showing them the words the model used. When a stakeholder asks "how do you know", you do not point at a chart, you paste the quote. For agencies especially, this turns a report from a set of assertions into a documented case.

    Where it earns its keep

    Client reporting that holds up in a review. Internal buy in when you need budget for a content or PR push. Quality control when you want to confirm a metric is reading a mention correctly before you act on it.

    Underpins every other feature, from Sentiment to Battle Cards.

    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

    Other features