Raw Shopify catalog

Product Catalog

Expand catalog

This is what the raw Shopify CSV looks like. No structured attributes, no agent-queryable data.

Loading the product catalog...

Shopping goal

Compose a cart, not a search result.

Forage turns one goal into a budget-aware apparel cart, showing every decision and catalog gap along the way.

Side-by-side result

Same goal, same products, different data

Compare a literal raw-catalog match with a constraint-aware composed cart.

Without Enrichment

Naive keyword search

No constraint awareness. No substitution. No budget tracking.

Compose a cart to see what raw keyword matching returns.
With Enrichment

Agentic composition (GPT-5.6 Sol)

Constraint-aware selection, inventory replanning, and full-cart budget control.

Ready to compose

Start with a goal.

Forage will show the selected items, budget math, tool trace, and any catalog gaps.