All selected workCASE STUDY / 03
Consumer health / Architecture, analysis & planning

A clearer journey.
More dependable signals.

A consumer-health business repaired and standardized retailer-referral tracking across brand websites. More consistent measurement helped teams interpret customer activity and incorporate findings into future program decisions.

IndustryConsumer health
Business needUnderstand movement toward purchase
FocusArchitecture, analysis & planning
ReachMultiple brand websites
Repaired trackingCollection issues addressed, confirmed by engagement leadership
Consistent definitionsRelated actions recorded more clearly across websites
Better planningFindings incorporated into future brand programs
01 · The challenge

Customer behavior. Or a tracking problem?

Brand websites helped visitors explore products and find places to buy them, but retailer-referral measurement was inconsistent. Generic or missing event labels, overlapping categories and collection drop-offs made the journey difficult to interpret.

Teams could not reliably distinguish a change in customer behavior from a change in tracking. That weakened the basis for decisions about program performance.

02 · The work

Match the data to the actual action.

The work compared intended website actions with recorded events, examining product engagement, retailer links and purchase-location tools. It identified missing context, unclear definitions and collection inconsistencies.

The engagement covered architecture, data, analysis, intelligence, experiments and recommendations. Tracking was repaired and standardized, and findings were integrated into forward business plans, as confirmed by engagement leadership.

  • Compared intended actions with recorded events.
  • Investigated missing labels and collection inconsistencies.
  • Repaired and standardized tracking.
  • Integrated findings into future brand planning.
03 · The impact

Reliable signals. Better-informed plans.

The resulting measurement provided a more dependable basis for interpreting how visitors moved toward retailer destinations. Engagement leadership confirms that the findings changed how programs were run for each brand.

No quantified sales lift or reporting-effort reduction is established in the reviewed sources. Retailer referrals show progress toward a purchase destination; a completed sale requires separate transaction evidence.

THE DECISION THAT MATTERED

Before changing the program, the business needed to distinguish customer behavior from inconsistent measurement.

When sales happen through a partner, establish what each observable action means. Repair inconsistent measurement, then use the evidence for decisions it can support.

purchase measurement diagram
Keep exploring

Different challenge.
Same commitment to momentum.

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DOES THIS SOUND FAMILIAR?

Your reports show activity across websites and partners, but it is hard to tell whether a change reflects customer interest or inconsistent tracking.

Tell us where the customer journey becomes difficult to measure. We can discuss what is visible, what is missing and which decisions the evidence can support.

Discuss your measurement gaps Thirty minutes. No presentation. No sales deck.