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Product Bet Proposal Template for PMs
A big bet proposal template with hypothesis framing, evidence gathering, resource requirements, success criteria, kill criteria, and a filled example...
Updated 2026-03-04
Product Bet Proposal
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Frequently Asked Questions
How is a bet proposal different from a PRD?+
A bet proposal argues why you should invest resources and defines the conditions under which you would stop. A [PRD](/templates/prd-template) specifies what to build and how it should work. The bet proposal comes first. If the bet is approved, the team writes a PRD for the specific solution. Not every approved bet results in a PRD. Some bets are invalidated during Phase 1 validation, which is the entire point of kill criteria.
Who decides whether a bet is approved?+
Whoever controls resource allocation for the team. In most organizations, this is a product leadership council (VP Product, VP Engineering, CPO) or a planning committee. The bet proposal gives this group a structured format for making yes/no/phase-1-only decisions. Without a formal proposal process, big bets get approved through hallway conversations and then fail silently because expectations were never documented.
What if the kill criteria are met but the team wants to continue?+
Honor the kill criteria. This is the hardest part of hypothesis-driven product development. If the data says stop, stop. The alternative is the sunk cost fallacy: continuing to invest because you have already invested. If the team has a strong reason to believe the kill criteria were wrong (not that the bet is worth saving despite the data), they can propose revised criteria with new evidence. The [Product Strategy Handbook](/strategy-guide) covers the psychology of killing bets.
How do I size the expected return when the outcome is uncertain?+
Use a range with a probability-weighted expected value. For example: "If adoption reaches 20% (60% likely), revenue impact is $500K. If adoption reaches 10% (30% likely), impact is $200K. If adoption is below 5% (10% likely), impact is negligible." The probability-weighted expected value is $360K. Compare this to the investment cost. Use the [RICE Calculator](/tools/rice-calculator) to score confidence-adjusted impact against effort.
Should every initiative go through a bet proposal process?+
No. Only initiatives that consume 20% or more of a team's quarterly capacity or involve significant technical risk. Small features, iteration, and maintenance work should go through normal backlog prioritization. The bet proposal process is for decisions where the investment is large enough that a wrong bet has meaningful consequences. Applying it to every feature creates bureaucracy without value. ---
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