Back to Essays
Product Jan 2025

Friction is Information: Using User Complaints as a Roadmap

Extracting high value signals from seemingly low level noise. A framework for turning friction into your primary fuel for growth.

The Signal in the Noise

In many organizations, user complaints and support tickets are treated as a nuisance to be minimized or a volume metric to be managed. Teams often build elaborate routing systems to move these issues away from the core product builders. However, for a leader focused on scale, friction is not noise. It is the most high fidelity data point available.

Friction is the physical manifestation of a gap between what the product does and the Job To Be Done. When a user complains, they are signaling a breakdown in the system logic. Identifying these breakdowns requires moving beyond surface level metrics and looking into the subtle, often overlooked details that drive user behavior.

The Anatomy of Subtle Friction

The most impactful problems are rarely the loudest ones. They are often buried in small technical choices that seem insignificant in isolation but create massive downstream consequences.

# The Identity Trap

I personally handled a situation in a high growth mobility startup where booking cancellations were spiking. The data showed that users were failing to upload their mandatory documentation 24 hours before their trip. While reminder emails were being sent, they were being systematically ignored.

The cause was remarkably subtle. Because the engineering team had not been provided with distinct copy for the reminders, they used the same subject line as the initial booking confirmation. Users, seeing a familiar subject line in their overflowing inboxes, assumed it was a duplicate and never opened it. A simple change to the subject line, turning a Confirmation into a Required Action, immediately collapsed the cancellation rate. It did not require a new feature, just a deep focus on the user cognitive environment.

# The Ghost Step

In a fintech use case I worked on, we saw high drop offs during a complex verification process. Often, this is not because the process is too long, but because the user does not know which documents they need until they are already halfway through. By surfacing a Preparation Checklist before the first screen, the perceived friction is reduced, even though the actual work remains the same.

A Framework for Friction Obsession

To build a product that truly scales, a leader must implement a system that makes friction discovery an automated part of the culture. This can be broken down into three pillars:

# 1. Observe the Unspoken

Data tells you what, but observation tells you why. Teams should be encouraged to watch users interact with the product without guidance. When a user pauses, clicks the wrong area, or hesitates, that is information. These micro frictions are the leading indicators of future churn.

# 2. Diagnose with the Job In Mind

Using the Jobs To Be Done framework, every complaint should be mapped back to the user core intent. If a user complains about a missing feature, they are usually describing a workaround they had to create. The goal is not to build the requested feature but to eliminate the need for the workaround entirely.

# 3. The Minimal Effective Fix

Once a point of friction is identified, the most effective solution is often the most subtle. This might be a change in the timing of a notification, a slight adjustment in the visual hierarchy of a page, or a more descriptive button label. These small changes have the highest ROI because they fix the logic of the system without adding new technical complexity.

Building for the Stressed User

True organizational maturity is reached when a team stops designing for the Perfect User and starts designing for the Stressed User. The user who is in a hurry, who has an intermittent connection, or who is distracted. When you solve for these edge cases, you create a product that is resilient by default.

Strategy is about more than just a roadmap of features. It is about architecting an environment where friction is captured, analyzed, and used as the primary fuel for growth.

Next Steps

Enjoyed this? I write about building high-growth products and deep systems.Let's talk scale.