Product Research Automation
Automation · Live

Twenty products, ranked, before you open a laptop.

Product research decides what everything else works on, and most people still do it by hand with forty tabs open. This runs overnight and hands you twenty, ranked.

How it runs

Overnight it pulls new listings from suppliers, competitor stores and ad libraries, scores every one against your criteria — margin, shipping window, saturation, returns risk, ad-policy safety — and delivers a ranked shortlist before you open a laptop.

overnight run — 04:12 20 ranked
ProductMargin ShipSaturationScore
02Car boot organiser 58%12dlow
04Dash cam mount 49%8dmedium
01Magnetic phone mount 64%9dlow
03LED footwell kit 61%11dmedium
Neck massagerkilled in March never again
margin · shipping · saturation · returns · ad policy on your desk by 7am
TypeOvernight automation
OutputRanked shortlist, daily
MemoryKill-list, permanent
StatusRunning
01

The part that compounds

Every product you test and kill goes on a kill list, and nothing on that list ever surfaces again. It only works if the tool is yours: the memory has to outlast any one subscription to be worth anything.

  • Landed cost and margin attached to every row automatically — product, shipping, fees, expected refunds.
  • Saturation measured as advertiser count over time.
  • Measured delivery times per destination country.

The rest of the shelf.

All of it built inside a working dropshipping store, one job at a time.

Want Product Research Automation on your store?

Tell us where you are with it and we'll say what it takes.

ecom.beer — tools and automations for ecommerce hello@ecom.beer