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A Taxonomy of Friction: The 6 Types That Kill Conversion (And the 2 That Actually Help)

Not all friction kills conversion. Learn the 6 friction types from real test data — and why removing commitment friction actually backfired in our experiments.

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Atticus LiApplied Experimentation Lead at NRG Energy (Fortune 150) · Creator of the PRISM Method
2 min read

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Fortune 150 experimentation lead100+ experiments / yearCreator of the PRISM Method
A/B TestingExperimentation StrategyStatistical MethodsCRO MethodologyExperimentation at Scale

The standard CRO playbook treats friction as the enemy. Remove steps. Shorten forms. Streamline navigation. Reduce the effort between a user and the thing they want. This is mostly correct. But "mostly" is doing a lot of work in that sentence.

Over years of running tests across high-consideration enrollment funnels, I have watched teams obsessively remove friction from every touchpoint — and sometimes get worse results. A simpler form that converted worse. A shorter checkout that increased abandonment. A one-click enrollment that produced lower-quality customers with dramatically higher churn.

The 6 Types of Friction

1. Decision Friction — created by choice overload. When users face too many options, they default to inaction. 2. Cognitive Friction — created by layouts, language, and information architecture that requires users to work hard to understand. 3. Navigational Friction — the cost of moving between the information a user needs to make a decision. 4. Trust Friction — hesitation created by a gap between what a user wants to believe and what the page evidence allows. 5. Effort Friction — the literal cost in time and energy of completing a conversion action. 6. Temporal Friction — created by mismatches between when a user wants to decide and when the conversion architecture forces the decision.

The 2 Types That Can Actually Help

Commitment Friction and the Endowment Effect: The work of enrollment creates a partial ownership feeling before the enrollment is complete — which increases the subjective value of completion and reduces the likelihood of abandonment at the final step. Multi-step enrollments where we tested collapsing two final verification steps into one saw conversion drop.

Trust Friction That Filters for Quality: In enterprise contexts, requiring professional email addresses or identity verification before granting access filters out unqualified users. Removing verification requirements raises demo request rates and lowers show rates, close rates, and customer lifetime value.

The question is not "does friction exist here?" The question is "what type of friction is this, and what purpose is it serving?" Track downstream metrics — retention, activation, LTV — alongside conversion rates to detect when friction removal is producing short-term gains with long-term costs.

About the author

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Atticus Li

Applied Experimentation Lead at NRG Energy (Fortune 150) · Creator of the PRISM Method

Atticus Li leads applied experimentation at NRG Energy (Fortune 150), where he and his team run more than 100 controlled experiments per year on customer-facing surfaces. He is the creator of the PRISM Method, a framework for high-velocity experimentation programs at large enterprises. He writes regularly about the statistical and operational details of A/B testing — the parts most CRO content skips.

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