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Given a product_id, find its closest neighbors. Add filters to narrow results by gender, brand, category, or price.

Creative uses of /similar

  • “Shop the look” — for a shirt result, filter the similar call to pants and shoes categories to suggest a full outfit.
  • Couple’s shopping — exclude the source product’s gender to surface his-and-hers alternatives.
  • Budget finder — set a price ceiling based on the source product’s price to surface similar but cheaper items.
  • Shop for the whole family — add an age filter (kids, toddler) to find children’s versions of an item.