New this quarter: Introducing the Store Execution Pressure Map
Customer experience doesn’t decline at random.
For the first time, this edition introduces the Store Execution Pressure Map — a new way of visualizing how customer satisfaction changes across every hour of every day.
Instead of simply showing what happened, it reveals when operational pressure builds, helping retail leaders plan staffing, floor coverage, replenishment, and leadership visibility before customers feel the impact.
Key insights from Q2
- Retail continues to deliver strong overall customer satisfaction.
- Service execution remains the strongest operational discipline.
- Price perception continues to present the greatest opportunity.
- Customer experience follows predictable daily and weekly pressure patterns.
- Consistent execution – not isolated peak performance – defines the strongest retail operations.
Why it matters
Strong retail performance isn’t built by reacting to customer complaints.
It’s built by recognizing operational patterns early, protecting frontline execution, and reducing friction before it affects customers.
The Q2 Retail CX Pulse helps retail leaders benchmark performance, prioritize operational improvements, and focus on the moments that have the greatest impact on customer experience.
Trusted by leading retailers worldwide
From global chains to regional retailers, organizations rely on HappyOrNot to transform millions of customer interactions into operational insight that strengthens performance every day. The Q2 Retail CX Pulse reflects the voices of 18.7 million customers and the operational patterns behind today’s retail experience.
