guardrail
Running

:
:
Nov 1, 2024now (78 days)

Overview

Description

THIS IS A DEMO EXPERIMENT USED FOR DEMONSTRATION PURPOSES ONLY

Experiment to test impact of checkout cart design. Both variations move the "Proceed to checkout" button to a single table, but with different spacing and headings.

Hypothesis

We predict new variations will increase Purchase metrics and have uncertain effects on Retention.

Implementation

Variations

0Current1Dev-Compact2Dev
Split: 33%
Split: 33%
Split: 33%

Analysis Settings

Goal Metrics
  • Purchases (FT) - Any Order (72 hour window)
  • Purchases (FT) - Number of Orders (72 hour window)
  • Purchases (FT) - Total Revenue (72 hour window)
  • Retention (FT) - [1, 14] Days
  • Purchases (FT) - Average Order Value (ratio)
  • Days Active in Next 7 Days (FT)
Secondary Metrics
none
Guardrail Metrics
none
Dimension
None
Difference Type
Date range
Nov 1, 2024 Jan 13, 2025
last updated
4 days ago
VariationActual UnitsExpected UnitsActual %Expected %
0 Current
5,8205,678.134.17%33.34%
1 Dev-Compact
5,5645,676.432.67%33.33%
2 Dev
5,6475,676.433.16%33.33%
p-value = 0.052
Goal Metrics
Baseline Variation
Chance to Win
-15%-10%-5%0%5%10%15%
% Change
Purchases (FT) - Any Order (72 hour window)
1Dev-Compact
63.9%
3,718 5.8K
55.3%
3,078 5.6K
0%
-13.4%
2Dev
63.9%
3,718 5.8K
67.8%
3,831 5.6K
100%
6.2%
Purchases (FT) - Number of Orders (72 hour window)
1Dev-Compact
0.66
3,844 5.8K
0.568
3,162 5.6K
0%
-14%
2Dev
0.66
3,844 5.8K
0.702
3,965 5.6K
100%
6.31%
Purchases (FT) - Total Revenue (72 hour window)
1Dev-Compact
$5.96
$34,666 5.8K
$5.20
$28,946 5.6K
0%
-12.7%
2Dev
$5.96
$34,666 5.8K
$6.51
$36,769 5.6K
100%
9.32%
Retention (FT) - [1, 14] Days
1Dev-Compact
45.6%
2,654 5.8K
43.7%
2,430 5.6K
1.7%
-4.23%
2Dev
45.6%
2,654 5.8K
44.9%
2,536 5.6K
22.6%
-1.52%
Purchases (FT) - Average Order Value (ratio)
1Dev-Compact
$9.02
$34,666 3,844
$9.15
$28,946 3,162
80.5%
1.51%
2Dev
$9.02
$34,666 3,844
$9.27
$36,769 3,965
95.2%
2.83%
Days Active in Next 7 Days (FT)
1Dev-Compact
0.317
1,847 5.8K
0.311
1,730 5.6K
25.9%
-2.03%
2Dev
0.317
1,847 5.8K
0.319
1,799 5.6K
54.8%
0.385%