Insights & prevention

Stop returns
before they start.

Every return is a signal. Returner reads those signals, tells you what to fix, and pushes the fix back to your storefront. The result is fewer returns, not just smoother ones.

Return data aggregated daily into ranked findings
Insights · What to fix next Example dashboard
Too small
Top return reason
38% of volume
94%
On-time refunds
SLA tracked
142,800
Revenue retained
SEK · example
Live
Fit tips published
theme block

Returns by reason

illustrative share
Too small
38%
Wrong fit
24%
Changed mind
17%
Faulty
11%
Other
10%

What to fix next

ranked by leverage

A representative view of the insights brief. Figures are illustrative, not customer results.

How it works

Read the signal. Push the fix.

Detect

Deterministic fit signal

Reads return reasons per product to verdict runs small / large / true to size — only above a minimum sample and clear direction, each with a confidence score.

Narrate

Leverage-ranked brief

An AI layer narrates the deterministic signal into ranked insight cards — size, high-return product, country outlier, refund-SLA risk — each with one recommended action.

Publish

Push the fix to the storefront

You review and edit the copy, then publish fit tips to the product page via a Shopify theme app block — as a banner, inline note, or badge.

Explore fraud & risk scoring →

Turn returns into fewer returns.

See how Returner reads your return data and pushes the fix back to your storefront.

Try the demo