Measurement
Using ONS retail sales data with customer review software
How to line up customer review software metrics — review volume, rating, response rate and velocity — with ONS retail sales and BRC-KPMG data.
Section
Measurement
Measurement
7 UK seasonal peaks that shape review collection and moderation
Customer review software should map UK peaks: Black Friday, Christmas, January sales, Easter, summer, back to school and Prime Day style events spike moderation.
Measurement
When to use each commerce reviews attribution method
A comparison of the main commerce reviews attribution methods, from UTM tagging to incrementality tests, with a checklist for picking and evidencing the right one.
Measurement
How do you choose commerce reviews benchmark research sources?
How to choose commerce reviews benchmark research sources, match your sample and window to the source, and report ranges with a dated method note attached.
Measurement
Commerce reviews key metrics explained for evidence-led reporting
A practical guide to commerce reviews key metrics, showing which numbers to trust, where each source comes from and when a metric stops earning its place.
Measurement
Commerce reviews measurement without vanity metrics
A measurement and reporting guide for UK ecommerce teams: which commerce review metrics to track, which sources to trust, and a worked pound example.
Measurement
Customer review software: five measurement mistakes to stop
Five customer review software measurement mistakes that skew retail reporting, from pooled sources to missing denominators, with a numbered fix sequence.
Measurement
Build a customer reviews dashboard your board can trust
Build a customer reviews dashboard with defined metrics, named data sources and owners, legal checks, costs and a worked monthly example for board reporting.