Bucket – From feature launch to customer satisfaction, consistently
Hi HN! We have put A LOT of effort and soul into crafting this product. It’s something we’ve wanted to have ourselves for so long. We hope you like it! Many tech companies end up as feature factories. Bucket is here to help product teams consistently evaluate features, so they can double down on the features that matter - and cut their losses on the ones that never hit home. We do this based on engagement data and on qualitative feedback. We use the STARS framework, starsframework.org, to combine this data into a consistent feature satisfaction score. We then report the feature satisfaction…
In plain words
Bucket helps product teams evaluate whether features are worth keeping by combining engagement data and customer feedback into a satisfaction score. The tool uses the STARS framework to assess feature performance and delivers results to Slack, helping teams decide which features to develop further and which to abandon. It's designed for engineers, product managers, and designers who want to avoid building features that don't resonate with users.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hi HN! We have put A LOT of effort and soul into crafting this product. It’s something we’ve wanted to have ourselves for so long. We hope you like it! Many tech companies end up as feature factories. Bucket is here to help product teams consistently evaluate features, so they can double down on the features that matter - and cut their losses on the ones that never hit home. We do this based on engagement data and on qualitative feedback. We use the STARS framework, starsframework.org, to combine this data into a consistent feature satisfaction score. We then report the feature satisfaction and live customer feedback to you and your team on Slack until you make a decision: Looks good or needs another iteration. Engineers, PMs and designers: We’d love to hear your feedback!
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