Browse tests that generated $7.3M in revenue.

A Low-Stock Announcement Bar on Product Pages Cuts Conversion Rate 17.5%

Product pages got an announcement bar warning shoppers that stock was running low. The urgency message hurt sales, and testing showed the cost.

Goal
Conversion rate
Result
-17.5% Conversion rate
Category
Banner
Outcome
Loss Prevented
Before
A Low-Stock Announcement Bar on Product Pages Cuts Conversion Rate 17.5% (before)
After
A Low-Stock Announcement Bar on Product Pages Cuts Conversion Rate 17.5% (after)

If we show a prominent low-stock announcement bar, then conversion rate will increase because shoppers will feel urgency to buy before the item sells out.

What We Changed

  • Added an announcement bar on product pages that tells shoppers stock is low.
  • Designed the bar to stand out on mobile screens.

The Results

How the new version compared with the original, across all devices.

-17.5%

Conversion rate

-11.3%

Revenue per visitor

-18.5%

Orders

Key Learnings

  • Urgency messaging backfired: conversion rate fell 17.5% and orders 18.5%.
  • The original had a 93.8% probability of performing better after 6 days.
  • The sample was small at 5,161 visitors, but conversion rate fell on both mobile and desktop.
  • Average order value rose 7.4%, but not enough to offset fewer orders.

Detailed results breakdown

Conversion rate

-17.5%

Revenue per visitor

-11.3%

Orders

-18.5%

Average order value

+7.4%


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