How to build a cleaner shortlist from Kakobuy spreadsheet finds
The fastest way to ruin a spreadsheet session is to save everything that looks “kind of good.” A shortlist should be small enough that you can compare it without getting tired of your own tabs.
Does it belong here?
Remove anything that does not match what you are doing right now. If you opened jackets, do not keep shirts, hoodies, or accessories just because they look interesting. Save those for another pass.
This keeps the comparison fair. Jackets need checks for cut, material, and warmth. Sneakers need shape, colorway, and photo angles. Bags need hardware, dimensions, and strap details.
Can you judge it?
Good rows answer questions. Weak rows make you guess. Guessing is fine for something cheap and tiny; it is less fine for shoes, jackets, bags, or anything where sizing and shipping can change the whole decision.
Keep rows with
Clear photos, the right category, visible details, and a price that still makes sense after fees.
Remove rows with
Blurry thumbnails, missing sizing clues, unclear versions, wrong categories, or a final cost that only works in your head.
Would you still buy it?
Before a link becomes a serious option, ask the boring questions. Will the size work? Is it worth shipping? Do you already have something similar saved? Is there a clearer row that solves the same problem?
A lot of “maybe” links should disappear here. That is the point.
Give each saved row a job
Every saved row should have a reason to stay. One might have the clearest photos. Another might be the cheaper backup. Another might have the best fit. If a row has no reason, it is probably just noise.
When you are ready to keep browsing, return to the main Kakobuy page or choose a specific path from the category directory.