Tinker A/B testing

by Kondasamy Jayaraman · drawn with Colorfigures by April Zhu

Shoppers queue at the turnstile.

Chapter 1 of 7

Did it work?

Larkspur’s team built a one-page checkout. The owner wants proof it sells more before every shopper gets it.

This chapter: How do you tell whether a change worked, and not something else?

About this chapter

You will learn

  • Split shoppers at random between the old and the new
  • Compare each checkout’s conversion rate
  • Read the interval round the difference

Words you’ll meet

Random split
Sending each shopper to A or B by chance, like a coin flip, so nothing else decides who sees what.
Control
The version you have today, A, kept as the yardstick.
Variant
The changed version, B, that you want to judge.
Conversion rate
The share of shoppers who buy: 10% means 1 in 10.
Interval
The range the true difference most likely sits in, given the shoppers seen so far.

Step 1 of 5

The turnstile sends each shopper at random to A, the , or B, the : a .

Run day 1.