Proof

83 of 83 products. Price and stock, exact.

Measured 23 July 2026 against a live Pakistani skincare store, by scripted diff of every SKU on the storefront against the agent's knowledge base — not a sample.

0 price mismatches, 0 stock mismatches, 0 missing products, 0 phantom products. Sale and compare-at pricing included. Re-verified automatically every night, with a drift alarm if the store and the agent ever disagree.

A second store — a fragrance brand, 155 products across 225 variants — passed 10/10 live price checks on the same date.

Where we're not perfect yet: one client's WhatsApp channel is unscored because the number isn't attached yet. No finite test battery proves every possible phrasing. We publish the method so you can check us.

Sample monthly scorecard

What you will receive.