What changes by category
Each category asks for different proof. A Kakobuy spreadsheet row that is good enough for a T-shirt may be too weak for shoes, sneakers, bags, watches, jewelry, or electronics. Use the category to decide what details matter before you save the row.
- Shoes need sizing, shape, sole photos, and multiple angles.
- Clothing needs fit, fabric weight, season, print detail, and a readable size chart.
- Bags need material closeups, hardware, inside photos, dimensions, and photos that show scale.
- Accessories need measurements, finish, clasp or hardware detail, and color accuracy.
- Electronics need compatibility, version, charging type, product contents, and clear usage notes.
Use the category page to test the row
After opening a category, look at the row beside nearby options. If it has weaker photos, a confusing title, or no clear reason to pick it, remove it. The category page should help you decide what to keep, not just give you more Kakobuy links.
A useful category pass should answer three questions: what similar products exist, what details the stronger listings include, and whether your saved row still has a reason to stay on the shortlist.
How to move from broad to specific
Start broad when the title is unclear, then narrow after you understand the product. For example, begin with Clothing when the row only says "top," move to Tops when the shape is obvious, then use T-shirts or Hoodies if the listing gives enough detail. The same logic works for Bottoms, Pants, Shorts, Outerwear, Jackets, Bags, Accessories, and Electronics.
This approach is slower for the first minute, but it prevents the larger mistake: comparing a weak row against the wrong products and keeping it only because there was no fair alternative nearby.