You shouldn't have to dig through feedback to find real demand. Plaudera's AI scores every idea automatically across 9 signals — votes, velocity, diversity, recency — and tells you exactly which requests to build and which to ignore.
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Ideas
128
Decision-ready
14
Contributors
89
Decision ready: 2 ideas reached Strong confidence
Prioritized Opportunities
Dark mode support
Export data to CSV
Slack integration
Declined: Native mobile app — Out of scope Q1
Score = 9 weighted signals · votes · velocity · diversity · recency
Most tools count votes. Plaudera scores demand confidence using 9 weighted signals — so you know whether a feature request represents real, diverse demand or just a loud minority.
9 weighted signals
Dark mode support
Add a dark theme option for the dashboard
Signal Breakdown
82Every feature you ship based on gut feel is a bet. Plaudera replaces guesswork with evidence — capturing real user pain, scoring demand confidence, and making every decision transparent.
Most feedback tools collect wish lists. Plaudera captures the pain behind the request — how often it happens, how bad it hurts, and who it affects. You stop guessing which requests actually matter.
acme.plaudera.com
What problem does this solve?
I have to manually export each report one at a time, which takes 20+ minutes every week.
How often?
Impact?
Suggested solution (optional)
Bulk export with date range filters
Share what you're building and why. Show declined ideas with honest reasoning in a public Won't Build lane — so users see every decision, not just the wins.
6 ideas across 4 stages
Dark mode support
API access
CSV export
Email notifications
Desktop app
Out of scope for v1
Drop a widget into your app with a single snippet. Capture feature ideas and run quick pulse polls — all without leaving your product. One question, real pain signals, zero friction.
Share your feedback
What would you like to see next?
What problem are you facing?
Keyboard shortcuts for common actions
Details
Would love Cmd+K style...
Three vocal users can look like a movement. Plaudera's AI scores every idea across votes, velocity, and contributor diversity — then labels demand as Strong, Emerging, or Anecdotal. You'll never mistake noise for signal again.
Multi-signal confidence analysis
Dark mode support
"Hard to use at night — screen is too bright for late sessions"
Confidence Signals
Every prioritization and decline leaves a rationale. See who decided what, when, and why — with a timeline that keeps your team aligned and your users informed.
Every decision, documented
Dark mode support
"Top request from enterprise segment"
Desktop app
"Out of scope for v1, revisit in Q3"
CSV export
"Strong confidence — 3 duplicate clusters merged"
Most teams think they're data-driven. Then they realize their entire backlog was shaped by 3 vocal users and a Slack thread.
Ideas buried in emails, Slack, support tickets, and spreadsheets nobody maintains
The most vocal users drive your roadmap. Quiet majority pain goes unnoticed.
The same idea submitted ten different ways, inflating your backlog
No record of why features were built or rejected. Users and teammates are left guessing.
A public board where users submit, vote, and track ideas in real time
Every idea scored across multiple signals — votes, velocity, contributor diversity, and more. Loud minorities get flagged automatically.
Automatically detect and merge similar ideas to keep your board clean
Every prioritization and decline has a rationale. Users see a public Won't Build lane alongside your roadmap.
No complex setup, no lengthy onboarding. Three simple steps to start learning what your users actually want.
Create a public feedback board and embed the widget directly in your app. Ready to collect ideas in minutes.
Your users describe the problem they're facing, how often it happens, and how much it affects them. They vote, you get real signal.
Dark mode
24 votes
API access
18 votes
Mobile app
12 votes
Every idea gets a confidence score. See which requests have strong, diverse demand vs. loud-minority noise — and document every decision with a rationale.
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Everything you need to collect and manage customer feedback
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For teams scaling their feedback workflow
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