For Coles's online grocery delivery service, should we invest in faster delivery times to improve customer satisfaction, or optimize for larger order sizes to increase profitability per delivery?

Introduction

The trade-off we're examining for Coles's online grocery delivery service is between investing in faster delivery times to improve customer satisfaction or optimizing for larger order sizes to increase profitability per delivery. This scenario touches on the classic tension between customer experience and business profitability in the e-commerce space. I'll analyze this trade-off by examining the business context, user impact, technical feasibility, and potential outcomes.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking about the competitive landscape for online grocery delivery. Could you share how Coles currently positions itself against competitors in terms of delivery speed and order size?

Why it matters: Helps understand market positioning and differentiation strategy Expected answer: Coles is mid-range in delivery speed but offers competitive pricing for larger orders Impact on approach: Would influence whether to focus on speed as a differentiator or lean into the large order strategy

• Business Context: Based on Coles's current revenue model, I'm assuming there's a minimum order size for free delivery. Is this correct, and if so, what's the current threshold?

Why it matters: Affects the financial impact of encouraging larger orders Expected answer: Yes, free delivery for orders over $100 Impact on approach: Would inform strategies to incentivize larger orders without sacrificing profitability

• User Impact: Considering user behavior, I'm curious about the average order frequency. How often does a typical customer place an order?

Why it matters: Helps balance the trade-off between speed and order size based on user needs Expected answer: Once every 1-2 weeks Impact on approach: More frequent orders might prioritize speed, while less frequent could lean towards larger sizes

• Technical: Regarding our current delivery infrastructure, what's the main bottleneck in reducing delivery times?

Why it matters: Determines the feasibility and cost of improving delivery speed Expected answer: Last-mile delivery efficiency Impact on approach: Would guide investment decisions in technology vs. operations

• Resource: In terms of our current team structure, do we have dedicated teams for delivery optimization and order size enhancement, or would this require new hires?

Why it matters: Affects the timeline and resource allocation for implementing changes Expected answer: Existing teams, but at capacity Impact on approach: Might necessitate a phased approach or reprioritization of current projects