FeedbackSmith

FeedbackSmith is a playtest feedback analyzer for game developers. Turn messy feedback dumps into a prioritized fix list: paste feedback from Discord or Reddit and FeedbackSmith clusters comments by topic, detects sentiment and severity, ranks a prioritized action list, groups near-duplicates, and exports Markdown + CSV.

Honest about its math: it uses documented TF-IDF / cosine similarity with greedy clustering, and scores priority from frequency + negativity + a bug boost. Published limits are stated up front, so you always know what the tool does and doesn't do.

Fully offline and private: a single HTML file that runs locally in your browser. No uploads, no accounts, nothing leaves your machine.

This free demo is limited to 50 lines, 3 clusters, and export is blocked — try the real thing before you buy.

Ready for unlimited analysis and full Markdown + CSV export? Upgrade to FeedbackSmith Pro — one-time purchase, yours forever: https://theluckyduck666.itch.io/feedbacksmith-pro