Styling photo
In one sentence
A composed photo of a home item arranged with complementary pieces in context (vase styled with books on a coffee table). The interior-design adjacent UGC pattern.
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Industry playbook
The Furniture UGC playbook: scale, material and the six-month review
Furniture is high-AOV, long-consideration and brutally expensive to return. UGC captured six and twelve months after delivery closes the sale and cuts returns.
Industry playbook
The Home + Lifestyle UGC playbook: in-room visualisation is the conversion event
Home and lifestyle shoppers bounce because they cannot picture the lamp in their actual living room, not because they dislike it. UGC closes that gap.
AI search
"Shop the Look" from a Single Customer Photo: Visual Search to Cart
Shop the look turns one customer photo into a buyable cart: detect every product in the image, make each tappable, let the shopper check out in the picture.
Where it matters most
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