Real-user market sentiment for an AI tool
market_sentimentUse this when the user asks what people actually think of a specific AI tool, whether users like it, its reputation, reviews, community feedback, common complaints, or praised strengths. Returns a synthesized sentiment report from real user discussions (Reddit, Hacker News, GitHub, YouTube, Product Hunt and more): overall sentiment label, per-source positivity, top pros and cons, recurring themes, and mention volume — always stamped with the scan date. Reports come from the RightAIChoice sentiment engine and are served from the verified cache (usability gate: completed scans under 180 days old). If no usable scan is on file, this tool says so honestly instead of guessing. Not for: checking whether a tool is alive (use check_tool_status) or head-to-head choices (use compare_tools). Sentiment reflects public discussion volume, not product quality rankings.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tool | Yes | The AI tool to get sentiment for — product name (e.g. "Jasper") or site slug (e.g. "jasper"). | |
| response_format | No | concise = label, verdict line, top pro/con, mention count. detailed = adds per-source breakdown, up to 4 pros/cons, and recurring themes. | concise |