Introduction
Sainsbury's online grocery delivery service experiencing a 15% drop in customer satisfaction scores over the past quarter is a significant concern that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.
I'll approach this issue by first clarifying key details, ruling out external factors, and then diving deep into the product ecosystem, user journey, and relevant metrics. From there, I'll generate data-driven hypotheses, conduct root cause analysis, and propose a structured plan for validation and resolution.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal variations could explain satisfaction changes and impact our solution approach. Expected answer: Order volumes are consistent with last year, but there's been a slight shift towards younger customers. Impact on approach: If confirmed, we'd need to investigate whether the service is meeting the expectations of this younger demographic.
Why it matters: Changes in measurement could artificially inflate the perceived issue. Expected answer: No changes in measurement methodology. Impact on approach: If confirmed, we can focus on actual service issues rather than measurement discrepancies.
Why it matters: Competitive pressures could be driving customer expectations and impacting satisfaction. Expected answer: One competitor introduced free next-day delivery for orders over £50. Impact on approach: This would prompt us to examine our delivery options and pricing strategy.
Why it matters: Technical issues could directly impact user experience and satisfaction. Expected answer: A new inventory management system was implemented two months ago. Impact on approach: This would lead us to investigate potential issues with stock accuracy and availability.
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