Prioritize Features by Revenue Impact
RICE scores and gut instinct only get you so far. VoteFirst adds real revenue data to your prioritization. Connect Stripe, and every customer vote carries the weight of their monthly recurring revenue.
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RICE scores and gut instinct only get you so far. VoteFirst adds real revenue data to your prioritization. Connect Stripe, and every customer vote carries the weight of their monthly recurring revenue.
Features ranked by voter demand
Stripe integration assigns MRR weight to every voter. No manual data entry, no spreadsheet formulas, no guessing.
Sort your board by weighted demand to see features ranked by aggregate revenue impact. Toggle between raw votes and weighted views.
Create custom tiers (Free, Starter, Pro, Enterprise) with vote multipliers. Segment priorities by customer segment.
Priorities shift automatically as customers vote, upgrade, downgrade, or churn. No stale RICE scores to maintain.
See raw vote count and weighted vote count on every feature. Understand both popularity and revenue impact at a glance.
Not on Stripe? Import customer data via CSV or connect Paddle. Revenue weighting works with any billing source.
A feature prioritization tool helps product teams decide what to build next based on data instead of opinions. Traditional methods like RICE, ICE, or MoSCoW rely on manual scoring. VoteFirst adds real customer revenue data to the equation by connecting to your billing system and weighting votes by MRR.
RICE scoring requires you to manually estimate reach, impact, confidence, and effort for every feature. These estimates are subjective and go stale quickly. VoteFirst revenue weighting uses real billing data and real customer votes, so priorities update automatically as customers vote and their subscriptions change. You can still use effort estimates alongside weighted votes.
VoteFirst also supports Paddle billing integration and CSV import. You can upload customer revenue data from any source. The voting tier system works regardless of how the data gets in.
Yes. Every feature shows both its raw vote count and its weighted vote total. You can sort the board by either metric. This lets you see both what is popular and what is valuable, and decide which lens to use for each decision.
You create tiers like Free, Starter, Pro, and Enterprise, each with a vote multiplier. When a customer on the Enterprise tier votes, their vote counts more than a Free tier user. VoteFirst can assign tiers automatically based on Stripe subscription data, or you can assign them manually.
VoteFirst Lite is $4.50/mo and Pro is $19.50/mo. Revenue weighted voting and Stripe integration are included in the Pro plan. Both plans include a 30 day free trial with flat pricing and no per user charges.
30 day free trial. Lite starts at $4.50/mo.
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