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Liza for apparel

Liza dresses the part for apparel stores

Liza follows a playbook built for apparel. She qualifies the way a good stylist does - size, fit, colour, occasion - and her bundle logic knows what actually goes with what.

The playbook

How Liza qualifies a apparel shopper.

These are the questions Liza actually asks - and the order she asks them in - before she recommends anything. She records each answer and never asks twice.

Letter sizing - S / M / L
    01

    Size

    What's your usual size - S, M, L?

    02

    Fit

    Prefer slim, regular, or oversized?

    03

    Colour

    Any colour you're after, or open?

    04

    Occasion

    Work, weekend, or something dressier?

Nice to have, never pushed: Budget · Material · Gender - Liza only asks if the shopper brings it up.

She stays in her lane

A apparelassistant should never ask about things that don't belong in your store. Liza's playbook explicitly forbids these:

  • Shoe numeric sizes (US 7 / 8 / 9)
  • Ring sizes
  • Metal types
Pairings

Pairs that make sense for apparel.

Liza's bundle and cross-sell logic knows what genuinely goes with what - so her suggestions feel like a salesperson's, not a recommendation widget's.

T-shirt

Pants, Shoes, Jacket

Shirt

Pants, Shoes, Jacket

Pants

T-shirt, Shirt, Shoes, Belt

Dress

Shoes, Bag, Jacket

Jacket

T-shirt, Pants, Shoes

Skirt

T-shirt, Shirt, Shoes
In practice

What it sounds like

A short, realistic exchange - built from the exact questions in the apparel playbook.

Need something for a summer wedding
Lovely - what's your usual size, S, M or L? And do you prefer slim, regular, or oversized?
M, regular fit
Any colour you're after, or open? And is it daytime or evening?
Something light, daytime
Here's a linen set in M - want me to pair shoes and a jacket to finish the look?

Honest by design

Every piece in an outfit Liza styles is a real product in your catalog, in a real size, at a real price.

How Liza stays honest

Put Liza on your apparel storefront.

Tell us about your store and we'll tailor pricing - and show you Liza working on a storefront like yours.