Sourcing
Product data, names, prices and photography come from the partner catalogue at kakox.com. We do not scrape other spreadsheets, we do not use brand marketing imagery, and we do not use AI-generated product images.
Date stamps
“Updated” is not a date. Every batch carries the day it was read, and category pages show it. If a page has no date, it has not been checked recently enough to trust.
Prices
The USD figure is a conversion of the CNY listing price on the date stated. It excludes domestic delivery, agent fees, international freight and duty. We say this on every page that shows a price because the alternative is a reader believing a $22 hoodie is delivered for $22.
Reviews and claims
We do not publish star ratings, invented testimonials or “verified” badges. Where we describe community sentiment, we describe patterns across threads rather than quoting individuals out of context.
AI assistance
Some drafts are assembled with language-model assistance, then edited and fact-checked against the catalogue. We do not publish AI-generated product photos, fake reviews or auto-spun pages. The judgement about what belongs in the table is human.
Corrections
Dead links and wrong prices are corrected in the next batch and noted in the change log. Substantive corrections are dated.
Funding and independence
The site earns referral fees from kakox.com via ref=sugargoo.work. No brand or agent pays for inclusion, ranking or a review. If that changes, this page changes first.