Qualified Reach (QR)
Qualified Reach, or QR, measures how many of the people you reached were real, relevant, and actually paying attention.
Take reach, then qualify it: ICP fit plus a signal of real attention. That is Qualified Reach: of everyone you touched, who mattered and noticed? It matters because it separates awareness you can build on from exposure you merely paid for.
Signal Type
Metric Role
Metric Type
The Formula
Worked example
Benchmarks and interpretation
Where the number actually comes from
When to use it
Common Mistakes
In the REACT framework
Qualified Reach is the heart of the Reach phase and REACT's genuine awareness gauge. Impressions prove delivery, viewability proves opportunity, reach proves uniqueness. Only qualification proves the right person was paying attention. Everything below that rung is volume in an awareness costume.
Related metrics
Frequently Asked Questions
What is Qualified Reach?
Qualified Reach, or QR, measures how many of the people you reached were real, relevant, and actually paying attention. It is the number that decides whether your awareness was real.
How do you calculate Qualified Reach?
Use the formula: QR = Total Reach × ICP Fit Rate × Interaction Quality Qualification Rate. Keep both inputs in the same reporting period and avoid mixing users, sessions, events, or customers unless the formula calls for it.
What data do you need for QR?
You need total reach and qualified portion, pulled from the relevant connected sources and computed for the same period.
What mistakes should you avoid with QR?
The mistakes to avoid: loosening qualification to flatter the number, comparing QR to raw reach as if they were peers, and reporting reach growth while qualified reach stands still.
When should marketers use QR?
Use QR when judging whether Reach investment worked and where to place the next round. It qualifies reach for fit and attention, so channel decisions get made on who actually noticed, not who was billed.
What is a good QR?
QR will always be smaller than raw reach, and that is the point. Good means QR growing as a share of total reach while qualification standards hold steady.
Sources and methodology. QR formula and definition derive from standard marketing analytics practice and platform reporting conventions. REACTIQ360 harmonises source data from Ad and platform APIs, Campaign taxonomy, Harmonisation layer and applies a consistent same-period computation methodology.
One screen.
One story. One move.
One story. One move.
REACTIQ360 harmonises CAC and 129 other digital marketing metrics into one decision-ready intelligence layer. Powered by proprietary metrics and agentic AI. Beta access is invite-only.
Join the beta waiting list
