Bestsellers are not the same as a healthy grid
All-time best-selling is Shopify’s comfort sort. It will put a low-margin hero in slot 1 forever and hide a high-margin newness play on page three. SortWise ranks on the numbers operators actually care about: profit, recent revenue, discount, reviews, and engagement — with a lookback window you choose.
Signals you can sort on
- Profit / margin — surface what you keep, not only what you sell through.
- Revenue and units with a custom lookback: last 7, 14, or 30 days instead of all-time.
- Price and discount % — lead with full price, or with the markdown you need to clear.
- Reviews and rating from Judge.me, Loox, and Yotpo.
- Vendor, product type, title, and newness as commercial or editorial tie-breakers.
SortWise exposes the signals that move a Shopify collection — then lets you test the mix instead of worshipping a score.
Make the fold pay rent
Rank on margin, then check visibility waste to see whether the first rows are earning clicks. If a high-volume, low-margin filler still occupies position 2, the sort is popular and unprofitable. Fix the rule, or pin the product that should be there this week.