Auto-fix means the platform not only flags issues (missing Product schema, broken canonicals, absent llms.txt) but pushes the remediation directly to the store — via the Shopify Admin API for metafields and the theme API for template edits.
Every change is logged, reversible, and scoped to metafields and theme sections that the platform owns. The merchant stays in control; the loop just closes faster.