The problem
Search boxes need the right keyword. Shoppers ask "a warm jacket for autumn hikes under 150 euros" and get zero results or a wall of irrelevant items.
How it works
The shopper asks in plain language
Budget, use, size, colour or a comparison: the question can be as loose as a conversation in a shop.
Hybrid search over your catalog
Keyword, semantic and fuzzy search are combined, and the assistant uses your knowledge base for policies and product details.
Answers as product cards
Cards and carousels show the image, price, variants and stock from your store, with a variant picker and add to cart.
Comparisons side by side
"Compare the two lightest tents" becomes a comparison table of the attributes that matter.
Prices and stock are rendered from structured store data, never taken from the model's wording. The assistant never invents discount codes.
On your platform
How fresh the catalog is depends on the platform:
- Shopify: Webhooks plus sweeps
- Magento 2 / Adobe Commerce: Plugin push
- WooCommerce: Plugin push
- PrestaShop: Change ping, then pull
- Any store (Generic: script tag, Push API, feeds): Feed or Push API — Catalog Push API or scheduled feeds (Google Shopping XML, CSV, JSON)
Variants are supported where the platform has them:
- Shopify: Yes
- Magento 2 / Adobe Commerce: Yes
- WooCommerce: Yes
- PrestaShop: Yes
- Any store (Generic: script tag, Push API, feeds): Yes