Linear

Modern issue tracker for engineering. A working definition from the RGM marketing glossary.

Schematic — Linear

Modern issue tracker for engineering.

Term: Linear
Field: Product Management
Category: Growth & Lifecycle

What it means

Hold that thought.Linear is a lifecycle concept. Fix what it covers before the team debates tactics, and the rest of the conversation gets easier.

Modern issue tracker for engineering.

In product management, this concept guides how products are scoped, prioritized, built, measured, and iterated. It typically affects roadmap decisions, feature trade-offs, and definitions of success.

Within Growth & Lifecycle, Linear is a lifecycle concept. Get the definition right and the work that follows gets easier.

The mechanics

Worth a slow read.Linear produces value through how it is applied. Change the inputs and the right use of it changes too.

Linear behaves unlike a fixed rule. An early-stage brand and a mature one will apply Linear on different terms. The mechanics follow the inputs around it. Treat Linear as a buzzword and the reporting misleads; agree on it and the numbers hold.

One rule always holds. Settle the scope of Linear up front, then build the plan. Get it backwards and Linear becomes a word everyone uses and no one shares. Hold that thought.

When to reach for it

Read that twice.Reach for Linear when a real decision rides on it -- a budget, a metric, or a comparison. Otherwise it is reference.

Bring Linear in when a live choice hangs on it. In growth & lifecycle work, that usually means one of three moments. Away from a decision, Linear is background, not a lever.

Setting budget. Linear marks where added spend will work hardest.
Choosing a metric. Linear reveals if the metric measures real impact.
Comparing options. Linear keeps a head-to-head from fooling the reader.

Worked example

Start here.Below, Linear is put inside a Duolingo setting -- real trade-offs, a clear baseline, and a figure to test it.

Take Duolingo. During a streak-driven retention loop, the team made Linear the deciding input, not an afterthought. They set a baseline first, agreed one definition of Linear, and only then read the result: D30 retention improved 14 points. The number matters less than the order.

The numbers behind Linear -- illustrative only, RGM analysis
Stage	Action	The reason
Baseline	Took a before reading on Linear.	A reference to judge against.
Define	Locked the scope of Linear so it stayed stable.	Two people, one meaning.
Act	A streak-driven retention loop — one variable.	Only one thing moved.
Result	D30 retention improved 14 points	A call backed by the read.

These Linear numbers are illustrative -- RGM analysis. The structure travels; the specific figures do not.

Failure modes to watch

Hold that thought.Most mistakes with Linear share a root: the term gets reported as if it were exact when it is not.

One blanket rule. Applying Linear the same way everywhere. Split it by audience, channel, and business model.
No anchor. Quoting Linear without a starting point. Always pair it with a baseline.
Vanity focus. Gaming Linear instead of the result. Tie it to business value.
Raw benchmarks. Stacking Linear against rivals blind. Normalize for margin, pricing, and sales cycle.

Questions teams ask

What is Linear?

Modern issue tracker for engineering. Settle what Linear covers first; the strategy follows from there.

Why does Linear matter for marketers?

Linear matters because vague vocabulary breaks strategy. A precise, shared definition keeps a team aligned.

Where does Linear get used?

Teams put Linear to work on a spend split, a metric, or a head-to-head call. See the Duolingo walk-through above.

Where do teams slip up on Linear?

Treating Linear as one blanket rule and reporting it with no baseline. Both hide a soft assumption.

Where can I go deeper on Linear?

Begin with the linked terms below, then study what growth marketing is, plus performance marketing fundamentals.

What is Linear?: Modern issue tracker for engineering. Settle what Linear covers first; the strategy follows from there.
Why does Linear matter for marketers?: Linear matters because vague vocabulary breaks strategy. A precise, shared definition keeps a team aligned.
Where does Linear get used?: Teams put Linear to work on a spend split, a metric, or a head-to-head call. See the Duolingo walk-through above.