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Conversion Uplift

Hindsight Bias

Definition

Hindsight bias is a psychological phenomenon where people vastly overestimate the predictability of a past event, compared to their ability to forecast the outcome before it had occurred.

To counter hindsight bias with research projects it’s a good idea to ask the stakeholders what they think will be the outcome. This approach can also be used for A/B testing as it’s not uncommon for people to claim after the event they knew which variant would win or lose. Once people understand how difficult it can be to pick a winner they are more likely to appreciate the value of A/B testing.

Resources:

Conversion marketing – Glossary of Conversion Marketing.

Over 300 tools reviewed – Digital Marketing Toolbox.

A/B testing software – Which A/B testing tools should you choose?

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Neal Cole

Neal Cole

Neal is the founder of Conversion Uplift and the author of the official GA4/GTM audit course for CXL. It's the course much of the industry trains on. He's spent over 20 years in digital analytics, including senior roles in online gaming and financial services, working out where businesses' numbers go wrong and what it costs them. His work now focuses on server-side tracking, GA4 and BigQuery: getting the data right, and being the person who's accountable for it when a decision depends on it.
Neal Cole

Neal Cole

Neal is the founder of Conversion Uplift and the author of the official GA4/GTM audit course for CXL. It's the course much of the industry trains on. He's spent over 20 years in digital analytics, including senior roles in online gaming and financial services, working out where businesses' numbers go wrong and what it costs them. His work now focuses on server-side tracking, GA4 and BigQuery: getting the data right, and being the person who's accountable for it when a decision depends on it.

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