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Use cases · Fashion & apparel

The AI shopping concierge for fashion and apparel stores

Fashion shoppers don't think in categories — they think in occasions, moods and outfits. Vorena reads catalog photos when the store syncs, and turns your storefront into a stylist that understands exactly what they're dressing for.

14-day free trial · No credit card · Works with your existing catalog
Why fashion is hard to search

A wall of results is no way to choose an outfit

Fashion has more nuance than almost any catalog — and the least of it lives in your tags.

A shopper looking for “a linen dress for a summer wedding” isn't searching for a SKU. They're describing an occasion, a season, a silhouette and a budget all at once. Keyword search hands them hundreds of results and rigid filters ask them to translate all of that nuance into checkboxes that your catalog may not even have. Most simply give up — and the right dress was sitting in your store the whole time.

Shoppers can ask about length, colour, and dress code. Vorena matches that to pieces in the live catalog and can add the one they choose to cart.

See it in action

The questions fashion shoppers actually ask

Illustrative exchanges showing how Vorena turns a plain-language request into a real recommendation from your catalog.

Summer wedding guest

I need a linen dress for a summer wedding, under $150.

Lovely occasion! For a summer wedding I'd look at the Amalfi Linen Midi in sage, the Tuscan Wrap Dress in soft blush, or the Riviera Button-Front in ecru — all breathable linen, all under $150. Want me to keep it to midi lengths, or show a maxi too?

Beach holiday outfit

Help me put together an outfit for a beach holiday.

For warm days, the Coastline Linen Set in white is a breathable base. The Seafoam linen dress is the lighter option if you want a single piece. Want it kept to sets, or dresses only?

Example product names are illustrative. Vorena only ever recommends items from your live catalog.

Built for apparel

What makes Vorena right for fashion

Three things a fashion store needs from an AI concierge — and Vorena does all three out of the box.

Vision-enriched understanding

Vorena reads the store's own product images at catalog sync, on every plan — silhouette, neckline, fabric, print, colour and occasion — and builds the rich attributes your tags rarely capture. It knows a slip dress from a shift, linen from satin.

Discovery in their own words

"Something flowy for a beach holiday" or "office-ready but not boring" — Vorena gets intent, not just keywords. Shoppers describe the moment they're dressing for and get real matches from your catalog.

From look to checkout

The piece the shopper asked for shows up as a live product card, with add to cart in the chat. Suggesting what completes the outfit is coming on Growth.

FAQ

Fashion and apparel questions, answered

What store owners ask before turning their storefront into a stylist.

How does Vorena work for a fashion and apparel store?

Vorena installs on your Shopify store and reads catalog photos when the store syncs, to build rich attributes — silhouette, fabric, colour, print, fit and occasion — that your tags usually miss. Shoppers then describe what they want in plain language and Vorena guides them to the right pieces from your live catalog, with add to cart right inside the conversation.

Can shoppers search by occasion instead of category?

Yes. That's the point. Fashion shoppers think in moments — a summer wedding, a beach holiday, an engagement party — not in filters. Vorena understands occasion, season and vibe, so a query like "something elegant but not too bridal" returns real matches instead of a wall of results.

Does it need my products to be perfectly tagged?

No. Vision enrichment is what makes Vorena work even when your catalog data is thin. It reads the store's own product photos at catalog sync, on every plan, to understand attributes you never tagged, so you don't need a tagging marathon before going live.

Will Vorena help increase average order value?

Cross-sell and upsell suggestions are coming on Growth. The plans you can buy today, Lite and Starter, help the shopper find the piece they asked for.

At a glance

What fashion shoppers ask — and what Vorena does

Shopper saysVorena does
“Something for a beach wedding under $200”Three lightweight, photo-ready looks under $200, all in stock.
“An outfit that flatters an apple shape”Wrap and empire-line styles with quick sizing guidance.
“Smart-casual for a first day at work”Three tailored-but-relaxed combinations in your size and budget.
“I do not know what suits me”A couple of questions on occasion and fit, then a curated set.

Turn your fashion store into a stylist.

Install Vorena and let every shopper describe the outfit they're after — and find it.

14-day free trial · No credit card · Cancel anytime