Lab 04 • Conversational Commerce

Conversational Product Finder

A transparent commerce prototype that turns a shopper request into visible catalog signals, rule-based product matches, and simulated pickup options.

Prototype Capabilities

Visible request signals

Deterministic catalog matching

Match explanations

Simulated pickup context

Interactive Prototype

Try the product-finding flow

Describe what you need, inspect the detected signals and matching rules, then check simulated availability.

Transparent Prototype • Deterministic Matching

NORTH / FORM Product Guide

Rule-based product matching

Describe what you need and this prototype will show the filters it detected, the rules it applied, and the products that matched.

Try a prompt

Rule-based prototype using a simulated catalog and inventory. No live AI model, customer data, or external commerce service is connected.

How the prototype works

The experience makes its deterministic matching logic visible. It demonstrates the commerce workflow honestly today while defining a practical path to richer search or AI services later.

Request Interpretation

Shopper text is parsed locally into visible terms, use cases, categories, and budget constraints.

Transparent Matching

Catalog fields are scored with deterministic rules, and each result shows the signals that contributed to its match.

Commerce Context

Recommendations can incorporate pricing, product attributes, store availability, and fulfilment context.

Integration Path

The same interface can later connect to commerce APIs, search, inventory, or a clearly identified AI service when those integrations are real.

Conversational Commerce

Turn product discovery into a conversation.

YourForce.io helps businesses connect modern commerce platforms, search, inventory, fulfilment, and responsible decision-support experiences.

Discuss Your Project