Normalize the size
Use the seller size chart and request insole measurements when available. Do not rely only on your usual regional size.
Compare the same variant
Match colorway, batch and size before comparing QC. Photos from a different option may hide the defects relevant to your order.
Review the full pair
Check both shoes, outsole alignment, heel shape, stitching and accessories. Decide whether keeping the shoebox is worth the extra volume.