Category
Category page filters on Khaite
Recorded example of the category page filters pattern on Khaite (category page). RecoverBase describes what this brand chose to publish and cites outside research. This is observation, not a promise of results for your store.
- Vertical
- Luxury fashion
- Stage
- Category
- Platform
- Shopify
- Verified
- 2026-05-18
- Confidence
- 0%
- Region
- US store
Start here
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Category page filters reduce shopper uncertainty and improve experience when visible at the decision moment. Skip them if they duplicate obvious information, add visual noise, or hurt page performance.
What it is
Category page filters reduce shopper uncertainty when visible at the decision moment; otherwise, they add visual noise or hurt performance.
- Category page filters reduce shopper uncertainty and improve experience when visible at the decision moment. Skip them if they duplicate obvious information, add visual noise, or hurt page performance.
- Category page filters reduce shopper uncertainty; they do not add visual noise.
- The element tends to be more effective when visible at the decision moment, not hidden without scrolling or in the footer.Inferred
- Skip filters if they duplicate information already obvious from the page or add visual noise without reducing shopper uncertainty.Inferred
What research says
Category page filters work when they answer a specific shopper question; clarity and purpose outperform density.
- Category page filters reduce shopper uncertainty; they do not add visual noise.
- Whether category page filters help or hurt depends on the specific shopper question they answer.
- Shoppers process category page filters in seconds; clarity and a single obvious purpose outperform dense or decorative variants.
- 0 of 7 sampled real stores implement this decision element.
- Observed implementations include a prominent 'FILTER' button (Allbirds), a persistent left-hand sidebar with multiple options (Alo Yoga), a row of distinct filter buttons (Everlane), and 'Filter' and 'Sort By' as text links (Khaite).
Trade-offs
Filters add scan cost and visual noise when they do not reduce shopper uncertainty or when they hurt page performance.
- Category page filters add scan cost when they do not reduce shopper uncertainty on the category page.
- The element may add visual noise without reducing shopper uncertainty.Inferred
- Category page filters may duplicate information already obvious from the page.Inferred
- Adding the element may constrain page performance (LCP/CLS) if it adds weight when performance is already constrained.Inferred
Other ways to do it
When filters are skipped, ensure clarity through existing page elements and prioritize performance.
- When category page filters are skipped, ensure clarity through existing page elements to avoid adding visual noise.Inferred
- Prioritize core content and page performance if adding filters would constrain LCP/CLS.Inferred
- Rely on information already obvious from the page rather than duplicating it with filters.Inferred
Screenshot
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