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How M/L helped couples find their wedding aesthetic

Bridebook's mobile homepage needed a reason to keep couples coming back. We had onboarding data, a Machine Learning pipeline, and a hunch that visual inspiration would create the kind of emotional hook that text search never could.

I designed a Pinterest-style feed of wedding imagery - intelligent enough to learn from what you save, simple enough to use in thirty seconds. The test ran against a control group in the UK market. Week one retention moved. Job done.