AI Shopper Simulation for E-commerce

A Shopify app that tests product changes on simulated shoppers built from a store’s own customer data, before anything goes live.

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IndustryE-commerce

PlatformsWeb · Shopify app

ClientInternational client

DeliveryEnd-to-end

★★★★★5.0· 57 client reviews

Overview

About the project

The client wanted store owners to see how customers might react to a new price, photo, claim or offer without running live A/B tests or contacting real customers. PoliteTech designed and built the product end to end: a Shopify app that creates simulated shopper panels from a store’s own customer data, runs each proposed change past them and returns a clear verdict with the reasons behind it.

Client name withheld for confidentiality. Logos and product names have been removed from the screenshots.

AI Shopper Simulation for E-commerce — product screenshot

Scope

What we delivered

Shopify app connected to store and customer data
Simulated shopper panels generated for each test
Tests for prices, photos, claims, descriptions and offers
Verdicts with the reasons behind each result
One-click apply and undo for winning changes
Subscription plans with trial onboarding

Capabilities

Key product capabilities

Shopify appAI shopper simulationCustomer data analysisSubscription billing

Technology

Tools and platforms we work with

React NativeShopify appAstroPostHog

AI Development

Generative AI

E-commerce Support

Retail and E-commerce

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