Hey Product Hunt! 👋 I built BinSizes.com after a deeply mundane but genuinely frustrating experience: I was reorganizing my closet and needed a storage bin that fit a specific shelf. I went to Amazon, Target, The Container Store, but none of them let you search by dimensions. You're left scrolling endlessly, opening product pages, hunting for specs buried in descriptions. The core problem is structural: most ecommerce sites selling organization products don't have clean, structured dimension data, and none of them offer dimension-based search. So finding a bin that fits a specific space is surprisingly hard for something so common. So I built an aggregator. The concept was simple, but the execution was trickier than expected! First, product listings across retailers are inconsistent and messy. So I built a pipeline combining rule-based heuristics and LLMs to extract and normalize dimension data at scale. Second, the search problem itself turned out to be non-trivial in three ways: - Orientation-agnostic matching: when you're fitting a bin into a space, you don't care which side the retailer calls "width" vs "depth." The search engine tries all dimension permutations so you don't have to. - Asymmetric penalties: a bin that's slightly too large is a dealbreaker. One that's slightly small is usually fine. The ranking reflects that asymmetry. - Variance minimization: a bin that's close on all three dimensions beats one that's perfect on two but wildly off on one. The algorithm minimizes overall dimensional variance, not just total difference. The result is a search tool that works for real-world practical organizing use cases. Free, fast, no account needed. Would love your feedback, especially from anyone who organizes for a living.

BinSizes

Stop guessing if storage bins fit—find by exact dimensions

Stop guessing if storage bins fit—find by exact dimensions