Help center · Methodology & trust

How is sentiment determined?

We look at how your brand is framed in each response — recommended, compared neutrally, or mentioned with a caveat — and classify it accordingly. It's based on the actual language in the AI's answer, not a guess from your category or reputation elsewhere.