Why Customer Effort Score Matters for Supply Chains in Electronics Marketplaces

Imagine a customer browsing your online marketplace in Australia or New Zealand, searching for a specific electronic component—say, a rare capacitor for a drone project. If they face hurdles like unclear shipping timelines or complex return processes, their buying effort spikes. That frustration can lead to abandoned carts and lost sales.

Customer Effort Score (CES) measures how much effort customers feel they expend during interactions like ordering, delivery, or returns. For supply-chain teams in electronics marketplaces, understanding CES is crucial because your processes directly affect that effort: shipping speed, stock accuracy, packaging quality, and communication all play a role.

A 2024 Forrester report showed that companies reducing customer effort saw a 35% increase in repeat purchases. For marketplaces where margins are tight and competition high, tracking CES helps identify bottlenecks and improve operations based on real customer feedback—not guesses.

What Customer Effort Score Measures and Why It’s Different

CES asks customers a simple question, usually right after an interaction: “How easy was it to complete your order/delivery/return?” Customers rate from “very difficult” to “very easy,” often on a scale of 1 to 7. The lower the effort, the happier the customer.

This differs from Customer Satisfaction (CSAT) or Net Promoter Score (NPS), which focus on feelings after the fact or willingness to recommend. CES zeroes in on the friction points in the buying and delivery process—exactly where supply chains impact customer experience.

Step 1: Set Clear Goals for Measuring CES in Your Supply Chain

Before you start collecting data, decide what part of your supply chain you want to improve:

• Are you focused on delivery times, packaging quality, or the ease of returning defective electronics?
• Is the priority reducing complaints about shipping delays in New Zealand’s remote areas?
• Do you want to test if faster courier options reduce customer effort?

Set one to two goals you can measure. For example: “Cut average customer effort score on returns from 4.5 to 6 by Q4 2026.”

Step 2: Choose the Right Moment and Channel to Ask for CES

When you ask affects the quality of your data. For example, for an electronics marketplace:

• After delivery confirmation: Send a CES survey to capture delivery effort.
• After order completion: Ask about ordering process effort.
• After return completion: Measure return process effort.

Timing matters. If you wait too long after delivery, customers may forget details. If you ask too early, they might not have full experience yet.

Channels to send CES surveys include:

• Email surveys integrated in your order confirmation or tracking emails.
• SMS surveys, effective in Australia and New Zealand due to high mobile usage.
• Embedded surveys on your marketplace app or website.

Three popular tools are Zigpoll, SurveyMonkey, and Medallia. Zigpoll is great for quick, simple CES surveys that integrate with marketplace platforms.

Step 3: Design Your CES Survey with Simplicity and Clarity

Keep the survey short to increase response rates. One direct CES question like “On a scale from 1 (very difficult) to 7 (very easy), how easy was it to complete your recent order?” works best.

Add an optional open-text field for comments: “What caused you effort, if any?”

Avoid jargon or vague questions. Use terms your customers understand easily, like “order,” “delivery,” or “return,” not “transactional process.”

Step 4: Collect Data Consistently and Watch for Bias

Consistency is key. Send surveys after each relevant event for all customers, not just a sample. This ensures you get a broad picture instead of skewed feedback from only very happy or unhappy customers.

Watch out for:

• Low response rates: In one electronics marketplace, only 8% of customers initially responded. They boosted to 22% by offering small incentives like discount codes.
• Timing bias: Customers who experience delays might ignore or delay response. Sending reminders 2 days later helps.
• Language differences: Australia and New Zealand have diverse populations. Consider offering bilingual surveys (English and Maori) for NZ customers.

Step 5: Analyze CES Data with Context and Segment

Calculate average CES scores overall and by segments:

• By region: urban vs. remote areas in Australia or NZ.
• By product category: high-value electronics vs. small components.
• By delivery method: standard shipping vs. express courier.
• By customer type: first-time vs. repeat buyers.

Look for patterns. For example, one marketplace noticed customers ordering drone parts in remote Queensland areas gave CES scores 1.5 points lower on delivery effort than urban Sydney customers.

Don’t just look at averages—check feedback comments for specific pain points like “No tracking updates” or “Hard to find return label.”

Step 6: Experiment and Make Data-Driven Improvements

Use your CES insights to try changes and experiment:

• Test adding real-time tracking updates in your marketplace app for remote customers. Measure if CES improves.
• Swap to different couriers in high-effort regions and check impact.
• Simplify return labels and instructions; track if return-related effort drops.

A NZ electronics marketplace tested adding video tutorials for returns. CES on returns rose from 4.0 to 5.8 in two months. Sales in affected categories went up 12%.

Keep in mind: experiments can be affected by external factors such as weather or supply shortages, which might skew CES temporarily.

Step 7: Report Results to Stakeholders and Include CES in KPIs

Present CES data clearly to your supply-chain, operations, and customer service teams. Use simple charts showing progress against goals and examples of customer comments for context.

Include CES as a key metric alongside delivery times and return rates. This helps make customer effort a fixed part of your supply-chain decision-making.

Common Mistakes and How to Avoid Them

How to Know If Your CES Measurement Is Working

You’ll see progress when:

• CES scores improve in target areas (e.g., delivery effort rising from 4.5 to 6).
• Repeat purchase rates increase, as lower effort encourages loyalty.
• Customer complaints about supply-chain issues drop measurably.
• Teams use CES data to prioritize projects and budget.

One Australian electronics marketplace tracked CES monthly for six months. After implementing courier changes and improved packaging, delivery CES rose 18%, and customer return rates decreased by 9%.

Quick Checklist for Getting Started with CES Measurement

• Define specific supply-chain processes to measure (orders, deliveries, returns).
• Choose CES survey tool suitable for marketplace platform (e.g., Zigpoll).
• Set up survey timing within 24-48 hours of event completion.
• Keep survey questions simple and clear; include open comments.
• Ensure consistent survey distribution across all customers.
• Segment CES data by geography, product, and delivery method.
• Run improvement experiments and track CES impact.
• Share results with stakeholders regularly.
• Integrate CES as a supply-chain performance metric.

Understanding and measuring Customer Effort Score gives supply-chain professionals in electronics marketplaces a powerful window into what slows down or frustrates buyers. By tracking CES with a clear method and acting on findings, you’ll help your marketplace stand out in competitive Australia and New Zealand markets—not just by what you sell, but by how easy you make it to buy.