From shopping intent to the right shelf

Find the product behind
the words.

Test a shopper’s intent against your catalog. See which constraints match, then measure the change with a controlled pilot.

Cove Outfitters · WooCommerce concept
Catalog V1 · 6 products
Fictional catalog · deterministic demo

What is the shopper after?

Shopping query

Interpreted intent

Running shoes · wide fit · below $100

Maximum price · USDIn-stock products onlyEligible-product rankingMerchandising boost

Demo recognizes selected English and Indonesian shopping terms. It uses transparent rules, not a live model. Budget and stock remain hard constraints.

Results with a reason.

Run the query to compare a literal match with catalog intent.

Ready to test

—literal matches

—intent matches

The catalog is ready.

Run a query to inspect actual product matches and why they fit.

How this comparison works

A literal match requires every meaningful query word in a product’s title or attributes. Intent rules map “sepatu/lari/lebar” to shoes/running/wide, then enforce the budget, stock and attributes. These rules illustrate a workflow; the counts do not benchmark commercial search engines.

Find the product behind
the words.

What is the shopper after?

Results with a reason.

The catalog is ready.

A small catalog you can inspect.

Better matching needs outcome evidence.

Configuration & evidence brief

No outcome events yet.

Prove the fit before expanding.

Review the proposed scope

Find the product behindthe words.

What is the shopper after?

Results with a reason.

The catalog is ready.

A small catalog you can inspect.

Better matching needs outcome evidence.

Configuration & evidence brief

No outcome events yet.

Prove the fit before expanding.

Find the product behind
the words.