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Compare products look empty or too small

No columns or sparse rows: Confirm Comparable is on for the attributes you need. If you rely on related products and see no compare columns, your product may not have enough related items returned yet, or Maximum products to show may be very low. Adding Compare with products in the app is the best fix when automatic picks are a weak match. Too few columns: In the theme editor, select the Comparison table block and raise Maximum products to show up to the number you need (up to twenty). Comparable attributes: Open your specification table and confirm important attributes have Comparable turned on where you expect them in comparisons.

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Product recommendations look unrelated

Shopify chooses related products using its own logic. If the automatic picks are not a good fit, use Compare with in the app to pin exact products for that item.