Apparel & fashion

Resolve style and fit uncertainty before checkout

Help shoppers interpret size, fabric, silhouette, and styling details before they buy—without turning a visual preview or size chart into a fit guarantee.

Free forever. Set up in 1 minute.

GDPR & AI Act compliant
5.0onShopify4.8onProduct Hunt
Folded clothing, a lavender overshirt, white sneaker, and canvas tote in a softly lit studio
  • 83.4%Conversations resolved autonomously
  • 19%Chats that capture a lead
  • 78%+Positive shopper ratings

Source: BuyScout® analysis of active client deployments

BuyScout® AI Store Agent is an AI sales and support agent for apparel and fashion stores. It helps shoppers discover products, understand size and material details, compare styles, build outfits, and get help before and after checkout.

Fashion decisions rarely depend on one product fact. Shoppers need to know whether an item suits their style, occasion, climate, wardrobe, and budget—and a size chart cannot answer all of that.

Three problems a product grid cannot solve alone

"My usual size" is not enough to choose a size

Challenge

Sizing varies across brands and silhouettes, so a usual size can mislead.

BuyScout® approach

Show the applicable chart, measurement method, and fit notes, while naming any missing information.

The shopper likes the item but cannot picture the look

Challenge

Studio photos may not help shoppers picture an item in their own wardrobe.

BuyScout® approach

Offer eligible visual previews alongside chart-based size guidance—never as proof of fit.

The first item is right, but the basket is incomplete

Challenge

A shopper may choose the main item but still need compatible pieces within budget.

BuyScout® approach

Recommend a few relevant additions from cart context and surface a merchant-configured Shopify discount when appropriate.

Five ways BuyScout® supports apparel shopping

Guided discovery by occasion and preference

BuyScout® combines occasion, climate, coverage, style, and budget to recommend matching products from the live catalog.

Size-chart and fit-note translation

BuyScout® explains the applicable size chart, measurement method, fit notes, and documented stretch without promising exact fit.

Optional virtual try-on

Eligible shoppers can upload a photo for a generated styling preview; it does not measure bodies or predict garment fit.

Compare pieces and build the outfit

BuyScout® compares documented product details, then suggests coordinated items that respect the shopper's priorities, cart, and budget.

Support after the purchase

After checkout, BuyScout® uses store content to answer care, tracking, supported order changes, returns, and exchanges.

Browse the skills libraryExplore skills for apparel discovery, recommendations, virtual try-on, add-ons, garment care, and order support.Explore

See BuyScout® guide a style decision

Here is how BuyScout® evaluates one dress, learns the shopper's taste, and recommends a stronger match.

Marlow Sage Wrap Midi

$148

Is this right for a September wedding?

Yes. The $148 Marlow Sage Wrap Midi suits a soft, romantic look: muted sage, a defined waist, and a fluid non-stretch weave. It feels polished without looking formal.

I prefer something more minimal.

Choose the $168 Arden Slate Column Dress. Its clean neckline, matte crepe, and spare detailing fit your taste better. Pair it with $78 Lina Satin Slingbacks for a clean wedding look.

  • Arden slate matte-crepe column dress with a clean neckline

    Arden Slate Column Dress

    $168Add to cart
  • Lina champagne satin slingback shoes with minimalist heels

    Lina Satin Slingbacks

    $78Add to cart

Before and after BuyScout® AI Store Agent

Shopper momentWithout guided assistanceWith BuyScout®
"Which size applies?"Searches a general chartShows the product chart and measurement method
"Will this suit hot weather?"Sees fiber content without contextShares listed composition, lining, weight, and product notes
"How would this look on me?"Guesses from one model photoShows an eligible preview, not a fit simulation
"What works with this skirt?"Gets generic popular itemsSuggests coordinated items within preferences and budget

Set up BuyScout® in four practical steps

  1. Step 1: Connect and activate

    Install BuyScout®, connect Shopify, and activate the AI Store Agent on the intended pages.

  2. Step 2: Upload knowledge

    Upload size, fit, fabric, care, and policy content to the BuyScout® Dashboard Knowledge Base.

  3. Step 3: Set behavior

    Define fit, styling, and virtual try-on rules in Custom AI Prompt for autonomous answers.

  4. Step 4: Test and refine

    Test key journeys, then update Custom AI Prompt or Knowledge Base content where answers fall short.

How BuyScout® keeps fit guidance grounded

Visual context

Virtual try-on helps shoppers judge style, not guarantee exact fit.

Published fit data

BuyScout® uses published size charts and fit notes. It does not estimate body measurements from photos.

Unknowns

When fabric, care, or performance details are missing, BuyScout® says so instead of guessing.

Is BuyScout® a good fit for your apparel storefront?

Strong fit when

  • Shoppers compare sizes, fabrics, silhouettes, or similar styles.
  • You want occasion-based discovery, complete looks, and visual previews.
  • Customers need post-purchase care, exchange, or return answers.

For the best answers

  • Product size charts, how measurements are taken, fit notes, and stretch.
  • Accurate fabric, care, variant, and inventory details.
  • Current exchange, return, and final-sale policies.

Missing facts can be added to product pages or uploaded to the BuyScout® Dashboard Knowledge Base.

Frequently asked questions

No. BuyScout® can explain charts, model details, fit notes, and fabric facts, but cannot guarantee fit.

Yes. BuyScout® uses shopper needs, cart context, documented matching sets, and preferred pairings.

BuyScout® names the missing information instead of guessing and can contact human support when BuyScout® detects that it cannot resolve the request independently.

No. BuyScout®'s virtual try-on previews eligible products on a shopper's photo; the preview is not a body scan, measurement tool, or fit simulation.

Yes. BuyScout® answers from approved care information and never overrides the garment label. Merchants remain responsible for ensuring U.S. care instructions have a reasonable basis.

Yes. With current variant inventory, BuyScout® can keep recommendations to in-stock size and color combinations.

Other industries

Try it Now

Turn browsing into a fitting-room conversation

BuyScout® helps each shopper decide with visual context, product facts, and personal preference.

Free forever. Set up in 1 minute.