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Product Reference

Product Management Frameworks

A product framework is a structured argument, not an oracle: RICE and MoSCoW rank work, Jobs to be Done and Opportunity Solution Trees frame the problem, and OKRs and North Star metrics define success. Each has a characteristic failure mode, which is what decides whether it helps or produces a defensible-looking ranking that is simply wrong.

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All Product Management Frameworks (28)

Prioritisation (9)

Deciding what to build next, and what not to.

RICE

Kind

Scoring

What it does

Reach × Impact × Confidence ÷ Effort. Forces you to state each factor rather than argue by conviction.

Watch out for

False precision — the inputs are estimates

ICE

Kind

Scoring

What it does

Impact, Confidence, Ease. RICE without reach — faster, cruder, fine for a small backlog.

Watch out for

Everything scores 7 or 8

MoSCoW

Kind

Categorical

What it does

Must, Should, Could, Won't. Best used to agree what is out of scope, which is its real value.

Watch out for

Everything becomes a Must

Kano model

Kind

Categorical

What it does

Splits features into basics, performance and delighters. Explains why fixing basics wins no praise.

Watch out for

Delighters become basics over time

Value vs Effort

Kind

Matrix

What it does

A 2×2 of impact against cost. The quickest way to make a room agree on the obvious wins.

Watch out for

Everyone plots their own item top-left

Weighted scoring

Kind

Scoring

What it does

Score against weighted criteria you choose. Flexible, and only as good as the weights.

Watch out for

Weights get tuned to justify a decision

Cost of Delay / WSJF

Kind

Economic

What it does

What does waiting cost per week? Sharp for sequencing when items are genuinely time-sensitive.

Watch out for

Hard to estimate honestly

Now / Next / Later

Kind

Horizon

What it does

Three buckets instead of dates. Communicates sequence and confidence without promising a calendar.

Watch out for

"Later" becomes a graveyard

Eisenhower matrix

Kind

Matrix

What it does

Urgent against important. A personal time-management tool that also works on a backlog.

Watch out for

Urgent crowds out important

Discovery & Framing (7)

Finding the right problem before committing a team.

Jobs to be Done

Kind

Framing

What it does

People "hire" a product for a job. Reframes the competitor set around the job, not the category.

Watch out for

Retrofitted to justify a plan

Opportunity Solution Tree

Kind

Mapping

What it does

Connects outcome to opportunities to solutions to experiments, so a feature traces back to a goal.

Watch out for

Grows faster than it is pruned

Double Diamond

Kind

Process

What it does

Diverge then converge, twice — once on the problem, once on the solution. Stops solution-first thinking.

Watch out for

Teams skip the first diamond

Riskiest Assumption Test

Kind

Validation

What it does

Test the belief that would sink the idea, before building anything. Usually cheaper than an MVP.

Watch out for

The riskiest assumption is misidentified

Working Backwards (PR-FAQ)

Kind

Framing

What it does

Write the press release and FAQ first. If it is not compelling on paper, it will not be in code.

Watch out for

Becomes a writing exercise

Impact mapping

Kind

Mapping

What it does

Goal → actor → impact → deliverable. Makes the assumption chain behind a feature explicit.

Watch out for

Workshop output nobody revisits

Opportunity sizing

Kind

Estimation

What it does

How many people, how often, how painful. Turns a good idea into a ranked one.

Watch out for

Top-down market numbers mean little

Delivery (6)

Turning a decision into something a team can build.

User story

Kind

Requirement

What it does

As a… I want… so that… A placeholder for a conversation, not a specification.

Watch out for

Written as a spec, never discussed

Acceptance criteria

Kind

Requirement

What it does

The conditions that make a story done, including the edge cases. Where ambiguity actually gets removed.

Watch out for

Happy path only

Story mapping

Kind

Planning

What it does

Lays stories along the user journey, so a release slice is coherent rather than a list of parts.

Watch out for

Done once, then abandoned

Definition of Ready / Done

Kind

Agreement

What it does

Shared entry and exit criteria for work. Prevents the "is it finished?" argument recurring weekly.

Watch out for

A gate rather than an agreement

MVP

Kind

Scoping

What it does

The smallest thing that tests the core assumption. Minimum AND viable — most teams drop the second word.

Watch out for

Means "version one, but rushed"

RACI

Kind

Roles

What it does

Responsible, Accountable, Consulted, Informed. Useful when it is genuinely unclear who decides.

Watch out for

Everyone is Consulted

Metrics & Goals (6)

Defining success, and finding out whether it happened.

North Star metric

Kind

Metrics

What it does

One measure that captures delivered value. Aligns a team faster than any roadmap.

Watch out for

Chosen because it is easy to move

AARRR (pirate metrics)

Kind

Metrics

What it does

Acquisition, Activation, Retention, Referral, Revenue. A funnel view of the whole business.

Watch out for

Retention gets least attention

HEART

Kind

Metrics

What it does

Happiness, Engagement, Adoption, Retention, Task success. Google's UX-centred counterpart to AARRR.

Watch out for

Measured without a target

OKRs

Kind

Goal setting

What it does

An objective with measurable key results. Works when outcome-based, fails when it lists features.

Watch out for

Key results that are just deliverables

Cohort analysis

Kind

Metrics

What it does

Groups users by when they joined and tracks them over time. Separates growth from retention.

Watch out for

Read as one aggregate line

Product-market fit survey

Kind

Signal

What it does

How disappointed would you be if this vanished? Above ~40% "very" is the common rule of thumb.

Watch out for

Run on the wrong segment

Frequently Asked Questions

Which prioritisation framework is best?

None of them decides for you. RICE is the most defensible when you can estimate reach, Value vs Effort is fastest for getting a room to agree, and MoSCoW is best at agreeing what is out of scope. Pick one, use it consistently, and own the call it suggests rather than hiding behind the score.

Are these frameworks actually useful?

As a way to make reasoning explicit, yes. Their value is that they force you to state reach, impact, confidence or cost out loud, where someone can disagree with the input. Their danger is false precision — a number derived from four guesses is still four guesses.

What is the difference between OKRs and KPIs?

A KPI is an ongoing health measure you watch continuously; an OKR is a time-boxed ambition with an objective and measurable key results. Confusing them produces OKRs that are just a list of metrics you were already tracking, which changes nobody's behaviour.

What does MVP actually mean?

The smallest thing that tests your riskiest assumption — minimum and viable. In practice it usually degrades to "version one, but rushed", which is a different and much worse idea, because a rushed version one tests nothing and damages trust.

Related Reading

#ProductManagement#Prioritization#ProductDiscovery#OKRs#ProductStrategy#Prioritisation#BusinessSkills#QuickReference#DeveloperReference#KnowledgeHub#SkillVeris#PrioritizationFrameworks#RiceFramework#MoscowPrioritization

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