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Delphinus Market Research
Home
Our services
How we work
About us
Contact us
Solutions
  • All solutions
  • Diagnosing stalled growth
  • Exam readiness
  • Customer experience
More
  • Home
  • Our services
  • How we work
  • About us
  • Contact us
  • Solutions
    • All solutions
    • Diagnosing stalled growth
    • Exam readiness
    • Customer experience
  • Home
  • Our services
  • How we work
  • About us
  • Contact us
  • Solutions
    • All solutions
    • Diagnosing stalled growth
    • Exam readiness
    • Customer experience
Solution: Customer experience tracking and NPS validation

How we separate real NPS growth from statistical noise

A record NPS jump looks like good news, but a change in who is answering the customer tracking survey can move the score on its own. We compare respondents wave over wave and break down NPS movement like for like.

Book an NPS review call

Why can a record NPS be misleading?

A record jump in NPS

A recent product update

A recent product update

The score jumps more than ever before, with no clear cause in the customer experience itself.

A recent product update

A recent product update

A recent product update

A change such as an update to the login process can quietly change who answers the customer tracking survey.

A shift in who is answering

A shift in who is answering

A shift in who is answering

A different mix of respondents can make performance look better, or worse, than it really is.

Pressure to report early

A shift in who is answering

A shift in who is answering

Leadership wants to share the result before anyone has validated what really moved the score.

How do we separate real growth from statistical noise?

Phase 1: Compare respondents wave over wave

Phase 2: Break down the NPS movement like for like

Phase 2: Break down the NPS movement like for like

We check whether the survey's respondent mix has changed and trace any shift back to its cause.

Phase 2: Break down the NPS movement like for like

Phase 2: Break down the NPS movement like for like

Phase 2: Break down the NPS movement like for like

We separate the change driven by real customer experience from the change driven by a different mix of respondents.

Phase 3: Test whether the change is real

Phase 4: Report a validated NPS and track a secondary one

Phase 4: Report a validated NPS and track a secondary one

We check whether the remaining movement is larger than normal statistical noise before anyone reports it.

Phase 4: Report a validated NPS and track a secondary one

Phase 4: Report a validated NPS and track a secondary one

Phase 4: Report a validated NPS and track a secondary one

Leadership reports a validated primary NPS, while a secondary NPS that includes any new respondent group is tracked in parallel, so no insight is lost.

In practice

The situation

The situation

The situation

The brand recorded its largest quarterly NPS jump ever. But a recent product update to the login process had quietly changed who was answering the customer tracking survey. Leadership needed to know whether customer experience had really improved, or whether a different mix of respondents was making it look that way.

What we did

The situation

The situation

By comparing respondents wave over wave, we confirmed that the login update had changed the survey's respondent mix. We then broke down the NPS movement on a like-for-like basis and found a stable and minimal increase in NPS.

The decision

The decision

The decision

Leadership reported a validated NPS, keeping the new respondent group out of the primary metric until a full 12-month cycle was complete. A secondary NPS that includes the new group is tracked in parallel, so no insight is lost.

The impact

The decision

The decision

The brand avoided overstating its performance and kept its customer experience reporting credible.

What does the engagement deliver?

A validated NPS

A like-for-like breakdown

A like-for-like breakdown

A score that leadership can report with confidence.

A like-for-like breakdown

A like-for-like breakdown

A like-for-like breakdown

A clear breakdown of what really moved the score.

A clear view of the respondent mix

A clear view of the respondent mix

A clear view of the respondent mix

How the respondent mix changed, and why.

Primary and secondary metrics

A clear view of the respondent mix

A clear view of the respondent mix

A primary and secondary metric setup, so no insight is lost.

Who is this approach a good fit for?

NPS tracking brands

NPS tracking brands

NPS tracking brands

Brands that track NPS wave over wave.

Recent changes

NPS tracking brands

NPS tracking brands

Teams that recently changed a product, process, or survey channel.

Credible reporting

NPS tracking brands

Credible reporting

Leaders who need customer experience reporting to stay credible.

Frequently asked questions

Common questions about our customer experience tracking and NPS validation approach.

A comparison that uses the same type of respondents in each wave, so changes in the score reflect customer experience rather than a different mix of people answering the survey.


Adding them right away mixes two different groups and can overstate performance. Keeping them out until a full 12-month cycle is complete keeps the comparison fair, while a secondary NPS still captures their feedback.


Not always. A jump can come from a change in who answers the survey. Validating the result first protects leadership from reporting a gain that isn't real.


Seeing an unexpected jump or drop in NPS?

Talk to us before reporting it.

Book an NPS review call

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