You know it when you look at it. The backlog has four hundred items. The top twenty are the ones that got added in the last sprint planning. The ones below rank fifty haven't been touched in three months. There are items from eighteen months ago that nobody has the courage to delete because someone senior asked for them and might ask again.
This is not a backlog. This is a museum of good intentions, curated by political pressure, and periodically threatened with a "backlog refinement session" that moves thirty items around without changing anything of substance.
"A backlog that isn't scored by value is a to-do list with a Jira instance. Useful for tracking. Useless for deciding."Bain & Company · Product Portfolio Research
What scoring changes
Bain & Company research found that fewer than 15% of enterprise product backlogs are genuinely prioritised by customer or business value. The rest are ordered by recency, seniority, urgency, or survivorship. None of these are value proxies. All of them feel like prioritisation while they're happening.
When every backlog item carries an explicit RICE score linked to a specific OKR, two things happen. The prioritisation conversation shifts from opinion to evidence. And the backlog becomes honest about what it actually is: a ranked list of bets on value delivery, with confidence intervals attached.
Performalise's Product Discovery module scores every backlog item automatically as it enters the pipeline. Product leaders see a live ranked view sorted by strategic value rather than entry date. Sprint planning starts with the right question: "What are the highest-value things we can commit to this sprint?" Not: "What's been sitting at the top of the backlog since someone asked for it in Q4?"