Free product planning tool
A feature prioritization calculator that shows its work.
Compare feature requests with a transparent evidence score using demand, customer value, urgency, strategic fit, confidence, and effort. Nothing is uploaded, and the formula stays visible.
Evidence inputs
Score one real request.
Unique requesters, repeated language, recency, and trend.
Account value, adoption, expansion, retention, and target-segment context.
Blocked workflows, churn risk, compliance, and time sensitivity.
Contribution to the current product objective, positioning, and target market.
Source quality, sample diversity, traceability, and problem clarity.
Include build, design, dependencies, rollout, support, and maintenance.
Decision brief
SOC 2 evidence export
Validate next
6.0
out of 10
- Weighted evidence
- 71.5 / 100
- Effort multiplier
- 0.83
The request has meaningful evidence, but one more targeted discovery step could change the roadmap call. Strengthen the weakest dimension first.
This is a planning aid, not FeedbackSignal's AI model. Adjust the weights to match your strategy and keep the source evidence attached.
Use the score responsibly
A structured conversation, not an automatic roadmap.
01
Score distinct evidence
Keep demand, customer value, urgency, strategic fit, and confidence separate so one signal is not counted several times.
02
Apply a visible effort penalty
Include dependencies, rollout, and maintenance instead of treating engineering time as the only cost.
03
Challenge the output
Ask which missing or contradictory evidence could reverse the order before putting an item on the roadmap.
Go deeper
Learn how to choose the evidence and avoid double-counting.
The calculator is intentionally simple. The guide explains source bias, confidence, decision briefs, and review cadence.