Productivity · Intermediate · about 17 minutes

Few-shot prompting — teaching AI your format by example

You want product titles in your marketplace house format. You describe it: brand first, then product type, then key attribute, then size, under 80 characters, no promotional words. The output is close but consistently wrong in some small way — a capitalisation habit, an ordering preference, a way of handling variants — that you did not think to mention because you did not know you had a rule…

You need

EXAMPLE 1 — Input: Cotton kurta, blue, size M, brand Rangoli, printed, 3/4 sleeve Output: Rangoli Women's Cotton Kurta — Printed, 3/4 Sleeve, Blue, M EXAMPLE 2 — Input: Steel water bottle 1L, brand HydroFit, vacuum insulated, black Output: HydroFit Stainless Steel Water Bottle 1L — Vacuum…

Tool

Few-shot in your default assistant

You get

Rules I have inferred: 1. Brand always comes first, exactly as given.

Time saved

Cuts editing on format-heavy batch work by roughly 70%. For a seller doing 400 titles that is several full days.