New Users

Users new to the site/app in a period. A working definition from the RGM marketing glossary.

Schematic — New Users

Users new to the site/app in a period.

Term: New Users
Field: Measurement & Analytics
Category: Measurement & Analytics

The short definition

Look at it this way.New Users is a measurement method your team should define once. A loose definition misaligns budgets and reporting.

Users new to the site/app in a period.

This concept relates to how marketing performance is quantified and attributed. Modern measurement layers platform analytics, web analytics, server-side tracking, MMM, and incrementality testing to triangulate true causal impact.

Within Measurement & Analytics, New Users is a measurement method. Get the definition right and the work that follows gets easier.

How it works

Here is the short version.New Users is no fixed dial. How it behaves depends on your audience, your channel mix, and the strategy around it.

Think of New Users as context-bound. A small shop reads it simply; an enterprise reads it with more nuance. That is normal -- New Users is shaped by audience and channel mix. Read New Users without care and the plan wobbles; be precise and the read holds.

The working rule is plain. Agree what New Users covers first, then act on it. Skip that order and New Users loses its shared meaning, and two teams end up measuring two different things. Here is the short version.

The decisions it touches

Look at it this way.Use New Users when it changes a choice. If it is not driving a decision, it is vocabulary, not leverage.

Use New Users when it changes an outcome. For measurement & analytics teams, that tends to be three recurring moments. With no choice live, New Users is good to know, not to chase.

Setting budget. New Users helps decide which channel gets the next dollar.
Choosing a metric. New Users tells you if the read reflects real effect.
Comparing options. New Users adjusts a compare so the gap is honest.

An example with real numbers

Worth a slow read.The example below traces New Users through a real DoorDash scenario, with real limits and a number to read at the end.

Look at DoorDash. In an MMM refresh, New Users drove the decision rather than sitting in a footnote. A baseline came first, then a single agreed meaning of New Users, then the read: 15% of spend moved toward incremental channels.

Example walk-through for New Users -- figures illustrative, RGM analysis
Stage	What the team did	What it bought
Baseline	Read the starting point before any change to New Users.	A reference to judge against.
Define	Fixed one meaning of New Users for the test.	No room for scope drift.
Act	An MMM refresh — one variable.	Cause and effect, isolated.
Result	15% of spend moved toward incremental channels	A call backed by the read.

Treat the New Users figures as illustrative, labeled RGM analysis. Reuse the sequence, not the digits.

Failure modes to watch

Worth a slow read.The errors with New Users are predictable: one blanket rule, no context, chasing the word, raw benchmarks. Each is avoidable.

One blanket rule. Applying New Users the same way everywhere. Split it by audience, channel, and business model.
No anchor. Quoting New Users without a starting point. Always pair it with a baseline.
Wrong target. Treating New Users as the goal. The goal is the outcome it predicts.
Raw benchmarks. Stacking New Users against rivals blind. Normalize for margin, pricing, and sales cycle.

Frequently asked questions

What does New Users mean?

Users new to the site/app in a period. In short, fix that meaning before any tactic is debated.

Why does New Users matter for marketers?

New Users earns its place when it shapes a real decision. The leverage is in correct use, not in the word itself.

Where does New Users get used?

New Users informs a decision -- most often a budget, a metric choice, or a comparison. The DoorDash example above shows the pattern.

What is the most common mistake with New Users?

Using New Users flat across every segment and showing it without context. Both make a guess look exact.

Where can I learn more about New Users?

Start with the related terms below, then read the guide on server-side tagging, plus what growth marketing is.

What does New Users mean?: Users new to the site/app in a period. In short, fix that meaning before any tactic is debated.
Why does New Users matter for marketers?: New Users earns its place when it shapes a real decision. The leverage is in correct use, not in the word itself.
Where does New Users get used?: New Users informs a decision -- most often a budget, a metric choice, or a comparison. The DoorDash example above shows the pattern.