MuleBuy
Spreadsheet
Buying Hub

The MuleBuy Spreadsheet is the most efficient way to find what you want across 10,000+ products without wasting hours scrolling through unrelated listings. In 2026, the spreadsheet has evolved into a category-first filtering system that helps you narrow down by product type, batch quality, and price tier before you ever enter the full catalog.

Start by selecting a category from the 11 main groups. The Shoes category is the most searched and most complex, with batch codes that determine quality tiers. The Hoodies category is more forgiving for beginners, with consistent sizing and fewer QC surprises. For first-time buyers, the T-Shirts category offers the lowest risk and the fastest learning curve.

When you filter by batch code, you are essentially selecting a quality tier. The same product can exist in three or four different batches with vastly different QC standards. The community maintains running ratings for each batch, and those ratings are your best signal for what to expect. A batch with a 4.5 rating from 50+ reviews is almost always a safer choice than an unrated batch at half the price.

The price filter should be used as a secondary constraint, not a primary one. The cheapest option in a category is rarely the best value. Instead, set a maximum budget and then sort by QC rating within that range. This approach surfaces the hidden gems: items that cost 20-30% less than the top batch but have ratings within 0.3 points.

Material and sizing filters are where most buyers make mistakes. The spreadsheet includes size notes for each batch, and these notes are often more important than the size chart itself. A note that says "size up for wide feet" or "size down for boxy fit" can save you from an exchange or refund. For detailed sizing advice, read our MuleBuy sizing guide.

Before you click through to the full catalog, cross-reference your shortlist with Reddit threads and Discord reviews. The spreadsheet is a starting point, but the community provides the real-time context that a static row cannot capture. For a full breakdown of how to interpret Reddit reviews, see our community review guide. Batches change, sellers update their production, and flaws that were common in January might be fixed by May. The combination of spreadsheet filtering plus community verification is the most reliable way to reduce risk and buy with confidence in 2026.