Features
    Brand Sentiment Analysis

    Understand the complete reputation picture in AI answers

    Brand Sentiment Analysis turns raw AI answers into information you can review.

    mentionscore.app/app/brand-sentiment-analysis
    Example data
    NNikeIn-depth study
    Overall sentiment by assistant
    ChatGPT72
    Gemini64
    ChatGPT

    «Nike stands out for design and its range of models, but it is not the cheapest option.»

    12k+
    illustrative answers
    4
    AI surfaces available
    Weekly
    default schedule
    Open
    answers for review
    Visualization

    Signal over time

    Illustrative project data

    Illustrative data

    W1W2W3W4W5W6W7W8W9W10W11W12015304560
    • ChatGPT
    • Gemini
    How it works

    From an answer to information you can interpret

    01

    Capture

    We ask each selected AI surface your questions on a schedule.

    02

    Read

    The answer is organized into mentions, topics, sentiment and sources.

    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."
    Question: sample buying question
    Gemini
    "A second example, neutral in tone but rich in context."
    Question: competitor comparison

    Run an on-demand study when you need more detail than the ongoing sentiment view.

    What you can see

    The analysis shows overall and per-model sentiment, the mix of positive, neutral and negative language, and the topics behind those readings.

    How to use it

    Use the results to identify recurring themes and decide what deserves investigation. Recommendations are based on the observed project data, not guaranteed outcomes.

    Evidence stays available

    Open the relevant monitored answer whenever you need to verify a result or understand its context.

    Why it matters

    Built to make every result easier to understand

    Always evidence first

    Open the relevant answer to review the wording behind a result.

    ChatGPT, Gemini, Google AI Mode and AI Overview

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

    Export-ready

    Send results into a client report or a Slack alert.

    Frequently asked

    How often does it refresh?+

    Choose weekly, every three days or daily; new projects start weekly.

    Can I export this?+

    Available exports depend on the view and your plan.

    Find out what AI says about your brand

    Start by reviewing the questions MentionScore prepares for you.