Rewritten
Sentiment: Neutral-leaning-negative — Functional satisfaction but no enthusiasm, and an explicit reluctance to recommend, which pulls it below neutral.
About this tool
When you're tagging survey responses one by one, a fast, consistent sentiment read speeds the whole pass up. This tool classifies a single response as positive, neutral, or negative, with a one-line reason so the label isn't a black box. It's for spot-checking or hand-tagging individual responses where you want a quick second opinion — the per-response counterpart to the batch tools that summarize or theme a whole dataset at once.
Frequently asked questions
Does it explain the classification?+
Yes — it gives a one-line reason so you can see why it landed on a given sentiment rather than trusting a bare label.
Can it handle mixed sentiment?+
Yes — it captures nuance like "positive but with a caveat" rather than forcing every response into a rigid bucket.
Is this for one response or many?+
One at a time. For a whole dataset, the theme extractor or response summarizer is the better fit.