Bulk-standardize the product data you already have — metafields, tags, and variant option names — with a formula, a full before/after preview, and one-click undo. No product creation and no risky scripts: every change is snapshotted before it writes and is reversible.
Messy product data is the quiet tax on every growing catalog: 'Sm' in one place and 'Small' in another, half-filled metafields, tags that don't match, vendor names in five casings. It breaks filtering, collections, and merchandising — and cleaning it by hand across a thousand products is nobody's job.
Catalog Standardizer turns that into a formula you run once. Point a rule at a field, preview the exact before/after diff on every affected product, apply it in cost-throttled batches, and revert the whole run with one click if anything looks off. It only ever edits products that already exist — no structure changes, no surprises.
I build custom Shopify apps that do one job well — owned outright, no per-order rent. Tell me what you're trying to fix.