AI Brand Sentiment

Short answer

AI brand sentiment is how favorably AI assistants describe a brand when they mention it in their answers. A brand may be mentioned often but framed negatively, or recommended with caveats. AI visibility tools track sentiment alongside mention and citation rates to show not only whether a brand appears but how it is portrayed.