All use cases

04 / Help shoppers choose

Answer the question between browsing and buying.

Help shoppers understand the product, narrow the choices and see how a look could work on them. Choose the experience that answers the question your customers actually ask.

For Ecommerce · Operations

THE WORK, UP CLOSE

A product finder, shopping assistant or virtual try-on on your store.

Shopper’s mirror selfieVirtual try-on
Maya’s mirror selfie in a white T-shirt and jeansThe same mirror selfie with Maya wearing the sage linen dress, keeping her pose, phone and room
AI-generated demonstration of the try-on experience.
CHOOSE THE RIGHT EXPERIENCE

Start with the
shopper’s question.

“Which one is right for me?”
A product finder can narrow the catalog using the needs and choices that matter.
“How could this look on me?”
Virtual try-on shows the product on a selected model or the shopper’s photo.
“What else should I know?”
Product guidance draws on the catalog and information your team provides.

Try-on visualizes appearance. It does not establish physical fit or recommend a size.

What your team receives

  • An experience draft with product recommendations or try-on.
  • The questions, answers or model choices for your team to inspect.
  • A preview of the key interaction states before publishing.

02 / INPUTS

Bring the right
starting point.

Good outputs begin with clear source material and a defined job.

  • 01

    Your product catalog and reliable product information.

  • 02

    The questions to answer, recommendation rules and brand guidance.

  • 03

    For try-on: suitable product imagery and optional models; shoppers can supply their own photo.

Connections & access

Start with your connected Shopify store. Connect supported customer or email tools only when you have a defined use for the data and the appropriate shopper permission.

Check integrations

03 / PUT IT TO WORK

Know what happens next.

01

Where it runs

A shopping experience on your storefront, configured around your catalog and the placement you choose.

02

What you review

  • Test the recommendation paths and check answers against the catalog.
  • Check product details in try-on results and the generating and error states.
  • Approve the experience and its placement before publishing. Virtual try-on visualizes appearance; it is not a size or fit guarantee.
03

How to scope the cost

Scope the products and traffic for your rollout, then estimate shopper interactions and try-on generations. Confirm the relevant plan allowance and usage rules before broad deployment.

Price the workload
04

What to measure

Track participation, completion and product clicks. Define a controlled rollout if you want to measure changes in conversion. A useful interaction and a proven conversion lift are different outcomes.

See the review format
Make the next run better.

Use recurring questions to improve product information and your next content brief. Review what is saved and where it can be reused in the experience you configure.

A STARTER ASSIGNMENT

Give your
Personal Shopper
a concrete job.

Meet your Shop Bots
THE BRIEF
Draft a try-on experience for a small product set. Show the current variant, include upload and error states, and keep the widget unpublished for review.
Deliverable
A try-on preview and a checklist for the shopper experience.
Cadence
A small rollout first, followed by a review of use and questions.
Review
Your team reviews the output. Any publishing or account changes follow the workflow’s explicit approval steps.
Start with virtual try-on

Read the full assignment and its limits before opening it in your workspace.

YOUR AI COMMERCE PARTNER

The workflow matters.
Getting it working matters more.

Our team helps define the first use case, connect the supported systems and work through the review and rollout with yours. Agree on the scope and ongoing support for your package.