Reports

Original research and industry benchmarks on shopper behavior, delivery and returns economics, Black Friday performance, and more. Data-led resources created by Ingrid to help e-commerce leaders make commercial decisions based on evidence.
Search
Search
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Profitability

Peak Season Stress Test 2026

Black Friday and Cyber Monday don’t create new problems in a retailer's delivery setup, only reveal the ones that were already there, at a volume that’s eventually hard to ignore.

Optimization

Black Friday E-commerce Tips for 2026

A full-funnel guide to Black Friday and BFCM preparation: platform speed, personalization, AI support, and delivery, from four retail tech experts.

Profitability

Delivery Economics 2026

How retailers across the UK, Sweden, and the Netherlands are turning delivery into a revenue line and why it matters for what comes next.