Method

How “Match for you” works.

A personal decision aid built from the retailer’s product information and the criteria you choose.

Product information from the retailer

CATWLK captures the current product title, selected variant, price, imagery, composition and care when the supported retailer page makes those fields available. The source remains visible so you can verify it.

Your preferences and weights

Your selected preferences affect how relevant product characteristics contribute to the match. The result is personal to those settings; it is not a general product ranking.

Your limits

Optional material and care conditions flag details that need attention. A limit is a condition you chose, not a universal rule.

Missing information

Missing product information stays missing. CATWLK distinguishes a condition that failed from a condition that could not be checked. Insufficient information can reduce confidence in the result and should prompt manual verification.

What the score means

The score summarizes alignment with the preferences and limits you supplied, using the retailer information CATWLK could understand. It does not tell you whether everyone should buy the product.

Inspecting and correcting data

Review the captured product fields before relying on the result. Check the selected variant and locale, compare against the current retailer page and correct only information you can verify.

Cost-per-wear estimate

Cost per wear = current product price ÷ expected wears. The number is a scenario, not a prediction. Change expected wears to compare realistic use cases.

What CATWLK does not certify

CATWLK does not certify quality, sustainability, durability, health, fit or product safety. Composition and care information alone cannot establish those outcomes.