All CRO ideas
Product pageDesktopTrustDiscovery

Let shoppers filter reviews by their own situation

Chips above the reviews (Hot sleepers, Couples, Hot flashes, Insomnia) let each shopper read the reviews from people like them.

A reviews section with persona filter chips such as hot sleepers, couples, hot flashes and insomnia above a 4.5 star rating distribution and a grid of review cards
Eight Sleepproduct pagecaptured Nov 2026source

What it is

Under the headline about nights of sleep improved, a row of chips filters the reviews by situation: All, Hot sleepers, Couples, Hot flashes, Sleep quality, Recovery and HRV, Insomnia. A rating distribution sits on the left and review cards fill the grid.

Why it works

A shopper with hot flashes does not care what a couple thinks about snoring. Persona chips turn one long review list into several short relevant ones, which is how a large review count becomes persuasive for each individual instead of just impressive in total.

How to test it

Hypothesis
Adding persona filter chips to the reviews section will lift add-to-cart rate among shoppers who engage with reviews.
Primary metric
Add-to-cart rate (sessions with review engagement)
Guardrail metric
Chip usage rate, to confirm the personas match how shoppers see themselves

Related ideas

Want this tested on your store?

We run the experiment, call the result honestly, and get paid on what it adds.

See the performance program