Ali Demirbaş - Lab

Category & Listing

Should a Campaign Banner Show a Countdown Timer?

A countdown tied to the campaign's real end time may prompt shoppers to act before the offer expires.

  • Category listing
  • Campaign purchase conversion rate

Control vs Variant

Absent on one side, present on the other.

Changed
Presence
Page
Category listing
Difference
added

Hypothesis

Check completed purchases and complaints; the timer must remain accurate for returning visitors.

How to run this test

Primary metric

Campaign purchase conversion rate

Compare campaign purchases among visitors assigned to the countdown banner.

Other metrics

  • Campaign banner click-through rateTrack banner clicks, but do not treat them alone as purchase success.
  • Campaign page exit rateCompare exits among visitors who view the campaign page.
  • Campaign gross marginCompare gross margin on campaign orders between the arms.
  • Campaign-related complaintsTrack reports that the timing or offer was unclear or inaccurate.

What to check before and during the test

  • End-time displayAdd a countdown tied to the campaign's actual end time.
  • Keep constantKeep discount, eligibility, banner copy and placement unchanged.
  • AccuracyEnd the offer when the timer expires; do not reset the countdown for returning visitors.
  • AudienceReview new and returning visitors as secondary segments.
  • Separate testsTest countdown placement or time format separately.

Setup mistakes to avoid

  1. 1Tie the countdown to the real campaign end time and keep it fixed.
  2. 2Do not change the countdown and discount rate together.
  3. 3Do not make the countdown impossible to dismiss if it is intrusive.
  4. 4Never reset the countdown for a new visit.
  5. 5Do not make the timer large enough to cover the main page content.