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GROWTH / CUSTOMER JOURNEYPUBLISHED

What 38M sessions taught me about friction.

The largest growth opportunities rarely announce themselves. They hide inside small moments where intention quietly turns into hesitation.

Friction is not always a broken button or a slow page. More often, it is a gap between what the customer expects and what the journey asks them to understand.

01

Start with the signal, not the screen.

A page can look polished and still create uncertainty. The useful question is not “Does this page look good?” It is “Where does confident behavior change?” That change can appear as repeated comparison, unnecessary backtracking, hesitation before a form, or an unexpected exit after a high-intent action.

Behavior tells you where to look. Context tells you what to change.

Analytics narrows the search. Session behavior, customer language and operational context explain the reason behind it.

02

A page is rarely the whole problem.

Many teams optimize isolated screens while customers experience a connected journey. An ad creates an expectation, a landing page frames the value, a product page resolves doubt and checkout asks for commitment. Friction can be created upstream and only become visible later.

THE SHIFTFrom page performance
to journey continuity.

The strongest opportunities appear when the promise, information and next action stop supporting one another.

03

Fix the decision before the interface.

When a journey underperforms, adding more UI is rarely the first answer. Start by clarifying the decision the customer is trying to make. Remove unnecessary interpretation, sequence the information around that decision and make the next step feel proportionate.

A useful CRO roadmap is not a collection of page edits. It is a queue of customer decisions that can be made easier, clearer and more measurable.

WHAT I KEEP

Four operating principles.

  1. 01Follow behavioral changes before visual opinions
  2. 02Read the journey, not only the page
  3. 03Clarify the decision before adding interface
  4. 04Measure whether confidence actually moved

A good conversation.
A better next step.

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