Product Data and Feed Operations System

This lesson helps you: Map Shopify source fields, Merchant Center primary sources, supplemental sources, regional inventory, product pages, feeds, Meta Catalog, SEO, on-site search, collection pages, and ad product groups into one product fact chain with clear authority, owner, and QA location.

Start here if you're new to this series. Then read: "Product Title, Attribute, and Taxonomy Design".

This lesson helps you: Separate the jobs of title, attributes, Shopify category metafields, variant options, Google product category, product_type, collection rules, and promotion fields so keywords, specs, selling points, and promises do not all get dumped into the title.

Best after "Product Data Source of Truth and Ownership". Then continue with "Merchant Center Feed Quality and Debugging".

This lesson helps you: Classify Merchant Center warnings, disapprovals, price mismatches, missing GTIN, image issues, and repeated attribute gaps before tracing Shopify source fields, feed sync rules, landing-page handoff, and review evidence.

Best after "Product Title, Attribute, and Taxonomy Design". Then continue with "Meta Catalog, Collections, and Product Set Governance".

This lesson helps you: Align Meta Catalog, product sets, Shopify collections, and Pixel/CAPI content_ids by first choosing the purpose: dynamic remarketing, holiday gifts, high-margin scaling, or clearance exclusion, then documenting source, exclusions, event QA, and archive rules.

Best after "Merchant Center Feed Quality and Debugging". Then continue with "SEO, On-site Search, and Collection Page Data Roles".

This lesson helps you: Separate the field roles used by SEO, on-site search, collections, product structured data, and ad product sets; when titles, stale tags, schema, or collection ranking conflict, decide truth source, owner, QA location, and stop condition first.

Best after "Meta Catalog, Collections, and Product Set Governance". Then continue with "Product Data Change Log, QA, and RACI".

This lesson helps you: Route title/unit, price/availability, tag/collection-rule, and structured-data/event changes before documenting affected channels, RACI, QA evidence, and rollback lines so product-data edits remain reviewable.

Best after "SEO, On-site Search, and Collection Page Data Roles". Then continue with "Promo Feed Readiness and Seasonal Merchandising".

This lesson helps you: Use a T-14 to T+1 promo feed readiness gate to lock promotion_id, sale price, effective dates, display dates, redemption codes, inventory, product sets, and platform state; route price mismatch, inventory/margin risk, product-set drift, and platform warnings before deciding hold, reduce pool, recheck, or lower budget.

Best after "Product Data Change Log, QA, and RACI". Then continue with "Monthly Feed Review and Growth Roadmap".

This lesson helps you: Monthly Feed Review and Growth Roadmap turns repeated issues, visibility gaps, weak-SKU spend, and stale campaign residue into governance, enrichment, ranking, and explicit abandonment decisions.

Best used as the closing lesson after "Promo Feed Readiness and Seasonal Merchandising".