Vineet Kumar

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03

FMCG · Advertising effectiveness

Predicting when a TV ad starts working, and when it wears out

P&G · MediaCom · India, Philippines, Japan, China

Categories
Laundry, haircare, skincare, feminine care
Inputs
Copy tests, brand tracker, media data
Output
Wear-in/wear-out calculator
Duration
About two years
Wear-in Full copy life Wear-out predicted wear-out point cumulative GRPs → copy impact
IllustrativeFor each copy, the calculator predicted where wear-in ends and wear-out begins, so the ad could run its full life.

The challenge

Without a way to predict a copy's life, TV ads could come off air before they had delivered their full impact. The question was how long a given copy takes to build impact, and how much airtime it can carry before it wears out.

The approach

  • Linked pre-test copy scores to copy-level brand tracker KPIs and media weights
  • Built wear-out grids that predict the GRP level at which a copy loses impact, by copy-quality band
  • Identified what makes a copy wear in fast or slowly (suspense, celebrity, demonstration, strong claims, consistent mnemonics) and what that means for media planning
  • Packaged it as a calculator planners could use

My role

I did the work end to end: gathering historical tracker, copy-test and media data, the wear-in and wear-out analysis, building the calculator, scaling it to new markets and writing the client decks. My manager and I developed the wear-in principles and analysis approach together.

The outcome

Piloted in India, then scaled to the Philippines, Japan and China, where a validation exercise confirmed the predictions held. In the India laundry review, most of the copies analysed had come off air before reaching their predicted potential, which made the case for planning copy rotation on evidence.

Advertising effectivenessCopy testingBrand trackingPredictive modellingMulti-market