Where Did Your Demand Leak?

Paste a product URL. Grok Bot establishes category decision dimensions, 200 autonomous discovery buyers shop your live market locally, and an adversarial held-out retest proves if product changes reclaim demand.

For the demo, please only try Amazon URLs.

amazon.co.uk or amazon.com product links. A desktop /dp/ link works best.

1. 1

   Paste an Amazon listing

   We read the title, price, and photo.

2. 2

   Find rivals

   Three competing listings, each with a link.

3. 3

   Release buyers

   200 shoppers choose you, a rival, or nothing.

4. 4

   Retest a change

   A second cohort checks whether the redesign wins them back.