The catalog is the core. If the data layer is messy, everything downstream is messy — lead forms capture the wrong fields, marketplace feeds push bad data, AI descriptions generate for units with no specs. This module is the data foundation everything else is built on.
Era 1 built the CPT schema, the Sheets sync pipeline, the image workflow, and the sort logic. After this era, inventory updates required no WordPress admin access. Photos watermarked and CDN-cached automatically. The 745-second listing load came down to under 400ms from the query pattern fix alone.
register_post_meta() beats ACF as the schema dependency.meta_query clauses for MySQL-level sorting, the wp_postmeta index check, pagination with paged, and filter/sort parameter passthrough.