After analysing 50,000 support interactions across 1,200 stores, these are the mistakes that appear most consistently — and cost the most in revenue and retention.
We've now processed over 50,000 support interactions across the stores on our platform. Certain mistakes appear with striking consistency — and they're not the ones most merchants expect.
The 7 most expensive mistakes
- 1Slow first response. Every hour of delay reduces the chance of retaining the customer by 3–5%. Automate first responses even if a human follows up later.
- 2Generic, templated replies. "We'll look into this and get back to you within 48 hours" destroys customer trust instantly. Say something specific.
- 3Not linking support to Shopify data. Agents who have to manually look up orders in a separate tab are slower and more error-prone than AI with direct data access.
- 4Treating returns as adversarial. Every return is an opportunity to build loyalty. Make it frictionless and follow up.
- 5No post-resolution upsell. The moment after a satisfying support interaction is the best time to recommend a complementary product.
- 6No proactive shipping updates. Ship and forget is the primary cause of WISMO tickets.
- 7Manual review requests. Automating review timing and personalisation increases review rate by 3–4×.
