Prioritize your backlog with RICE, without the spreadsheet

Why prioritization arguments never end

Without a shared yardstick, prioritization is a contest of opinions, and the loudest voice or the latest customer wins. Everyone's “most important” is different, and none of it is comparable.

RICE — Reach, Impact, Confidence, Effort — exists to turn gut-feel into a number you can rank and argue with on the merits. The problem is the busywork: scoring every item consistently by hand is tedious enough that most people skip it.

Scoring the whole list at once

Cadenly takes your candidate list and scores every item on all four RICE dimensions with a short rationale for each, then ranks the backlog by leverage — highest return for least effort first. You get a defensible order in one pass instead of an afternoon in a spreadsheet.

Because every score carries a reason, the ranking survives scrutiny. When someone asks why their pet feature is #14, there's an answer that isn't “vibes.”

From ranked to shipped

A ranked backlog isn't the end — it's the input to a roadmap. Because the workflows connect, the prioritized list hands straight off to Now/Next/Later sequencing, so the effort you spent deciding what matters actually flows into what gets built.