Customer Effort Score (CES)

Customer Effort Score (CES) measures how much effort a customer had to put in to complete a specific task, based on the insight that ease of interaction predicts loyalty more reliably than satisfaction or delight.

What Customer Effort Score Means in Marketing

The premise behind CES is direct: customers do not want a remarkable experience. They want a frictionless one. When a customer needs to call three times to resolve a billing issue, or navigate five screens to find a return policy, the effort they expend erodes loyalty in a way that a friendly agent cannot fully repair.

CES was developed as a response to customer experience programmes that focused heavily on delight. The insight from research was that going above and beyond did not significantly increase loyalty, but creating friction reliably reduced it. Effort reduction became the most actionable lever in service and post-purchase experience design.

For marketers, CES matters beyond support contexts. A checkout flow that requires too many steps, an ad that promises one experience and delivers another, or an onboarding that demands too much from a new customer all create effort that shows up in abandonment rates, poor CSAT and declining repurchase. Reducing effort throughout the customer journey is a retention strategy.

How Customer Effort Score Works

Ask at the right moment. CES is most useful immediately after a service interaction or a task completion, such as a first purchase, a return, or a subscription change. Asking it too broadly or too late produces less actionable data.

Act on high-effort responses. Customers who report high effort are at elevated churn risk. A fast response, an acknowledgement and a solution is the minimum required to recover those relationships.

Use CES to prioritise journey fixes. Map your customer journey and run CES at each key touchpoint. Where effort is high, there is a design or process problem worth solving. These fixes reduce support costs as well as improving loyalty.

Distinguish effort types. Cognitive effort (how confusing is this?), physical effort (how many steps does this take?) and emotional effort (how stressful was this?) all contribute to the score. Identifying which type is elevated points to the right fix.

Customer Effort Score Example

Flipkart’s investment in one-tap returns and streamlined refund processing directly targets effort reduction. A customer who can initiate a return in two steps and receive a refund in 24 hours experiences low effort, even if the product itself was a disappointment. That low-effort resolution converts a potentially churned customer into a repeat buyer because the failure was handled frictionlessly.

Why Customer Effort Score Matters for Marketers

Every rupee spent acquiring a customer is at risk from a high-effort interaction they have after the purchase. CES identifies where that erosion happens. Brands that reduce effort at post-purchase touchpoints retain more customers per rupee of acquisition spend, which is the most direct path to improving marketing efficiency.