AI module Merch Engine

Merch Engine: the client problem came first.

Collection merchandising was falling behind the products customers were actually buying.

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Built from a real problem Merch Engine

The work behind the module.

I built a module that can re-sort collections using sales, margin and the brand’s own merchandising rules. Automatically.

The shopfront responds to demand without needing you to manually merchandise each morning—if you remember. The rules stay human; the sorting stops being a chore.

It reads the source material, handles the repeatable work, and stops for review before judgement or money gets involved.

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“I mean … just look at your options for sorting collections in Shopify … let alone automating it.”


Bring the messy version. I’ll tell you where I’d start.

The FOMO, the half-built experiment, the broken workflow, or the grand idea—bring that. We’ll shape the first build from there.