Work a Backlog Through RICE Without Losing the North Star
Apply RICE to a small experiment backlog while checking each bet against AARRR stage fit and North Star relevance.
Backlog: a new pricing-page explainer for cold traffic, a setup preview for new admins, a referral reward for active users, and a win-back email for dormant teams. The team’s North Star is weekly active teams completing a core workflow, and the current funnel evidence points to activation as the tightest constraint. RICE works best when reach is stage-specific, impact is tied to the North Star path, confidence discounts optimism, and effort reflects total team cost. The common shortcut is to score whichever idea feels largest as if it reaches “everyone.” That mistake overstates broad traffic bets, understates stage constraints, and…
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