Revenue tells only part of the story. A retailer needs to understand demand, preparation effort, delivery outcomes and the cost of exceptions to assess an online channel properly.
Agree definitions first
Specify what counts as an order, when a sale is recognised in the report and how refunds are treated. Distinguish merchandise value from platform revenue. Inconsistent definitions make comparisons between periods or branches unreliable.
Track the customer journey
Review visits, useful product interactions, checkout progression and completed orders where appropriate measurement is configured. Keep personal information out of analytics events. A low conversion rate is a signal to investigate, not a complete explanation.
Measure the physical work
Look at stock exceptions, picking time, cancellations and support contacts per order. Repeated questions may indicate unclear product or delivery information. A clean storefront can still conceal an inefficient preparation workflow.
Understand delivery contribution
Compare delivery income with the relevant service and handling costs. Include failed attempts and claims where applicable. Averages can hide product categories or destinations that need a different price or service rule.
Choose a small set of actions
Use the review to assign practical improvements with an owner. Correcting product data, changing a stock buffer or clarifying collection instructions can be more useful than adding more dashboards. Review the effect before making the next change.
Take this into your next review.
Choose one real product and one realistic order. Walk through the steps with the people who do the work, record the gaps and agree who will resolve them.
Explore Retail analytics & reporting or discuss your store with Vehoo.