This document discusses the psychology of experimentation in conversion rate optimization (CRO). It explains that CRO is shifting from media-led optimization to experience-led optimization focused on customer engagement. Neuroeconomics principles can be integrated into the CRO process by understanding how the brain's reward, emotional, and decision-making centers influence consumer choice. Specific cognitive biases like choice architecture, distinction bias, and social proofing can then be tested to improve customer decision-making. In summary, understanding the logical and emotional drivers of customer choice through hypothesis testing and evolving customer personas allows experiences to be designed that help customers make better purchasing decisions.
13. • Optimise their media spend via better
conversion rates on landing pages or other
destination pages.
• Single story, single focused optimisation
journeys.
• Driven by product and larger digital
experience
• Focus on customer engagement and
interaction which may lead to conversions.
• Growth will be led by product owners
integrating CRO Into their design process.
Media lead optimisation Experience led optimisation
Behavioural science fed
by fast data & UX.
14. CONVERSION HAPPENS AT THE POINT WHERE
THE EXTERNAL INFLUENCE ALIGN TO A
CONSUMER INTERNAL MOTIVATIONS.
23. Nucleus Accumbens
Anticipation of pleasure.
Responsible for dopamine release, which promotes desire.
Insula
This is the emotional pain register of the limbic
system (the emotional hub of the brain)
Prefrontal cortex
Regulates complex cognitive,
emotional, and behavioural
functioning. This the part of the
brain that weighs up gain and
loss.
33. LEARNING
1
VALUATION
ACTION
SELECTION
REPRESENTATION
2 3
4
OUTCOME
EVALUATION
5
1. Identifying internal and external states as well as
potential courses of action;
2. The valuation of the different actions under
consideration (influenced by your cognitive biases);
3. The selection of one of the actions on the basis of
their valuations (influenced by your cognitive
biases);
4. After implementing the decision the brain needs to
measure the desirability of the outcomes that follow;
5. The outcome evaluation is used to update the other
processes to improve the quality of future decisions.
Decision Making Framework
50. In summary.
• By understanding the factors that influence choice we
are better equiped to deliver experience that helps
customers make better decisions.
• Make sure your test strategies take into account the
logical and emotional drivers of why customers buy.
• Understanding what factors impact choice is a matter
of hypothesis and testing. Keep testing and building
these and evolving your customer personas.