AI commerce glossary: 15 terms merchants should distinguish
A practical glossary of product feeds, variants, offers, ACP, UCP, discovery, checkout and release evidence, with a merchant-focused example.
Read the guide ↗FEEDAPTOR FIELD NOTES
AI commerce fundamentals
Understand AI product discovery, merchant data and the route from a shopping question to a trustworthy offer.
10 guides
AI product discovery vs agentic checkout: what merchants must separate
Learn the difference between AI product discovery, offer data and agentic checkout so your team can scope a realistic commerce project.
Read the guide ↗Seven AI shopping visibility myths that lead to bad projects
Avoid common AI shopping mistakes around feed conversion, keyword stuffing, schema, AI copy and guaranteed visibility. Includes a practical review method.
Read the guide ↗How to audit an ecommerce catalog before adding an AI channel
Run a focused catalog readiness audit covering identities, commercial facts, descriptive coverage and repeatable feed operations.
Read the guide ↗GEO for ecommerce: a practical guide to product clarity
Improve product clarity for search and AI answer systems with useful content, consistent facts and crawlable pages. No guaranteed ranking claims.
Read the guide ↗Use your Google Merchant Center feed as an AI commerce starting point
Learn which merchant-feed assets you can reuse for AI commerce, what still needs mapping, and how to keep the original source under control.
Read the guide ↗Why missing product attributes matter for AI shopping
Build a practical attribute-coverage plan for AI shopping without inventing product facts or chasing a misleading completeness score.
Read the guide ↗Product feeds vs product pages vs structured data
See how merchant feeds, visible product pages and structured data work together, where they disagree, and how to choose a source of truth.
Read the guide ↗Product, variant and offer IDs: how to keep catalog identity stable
Understand product, variant and offer identifiers, preserve leading zeros, and prevent identity changes during price, title or stock updates.
Read the guide ↗What is agentic commerce? A practical merchant guide
Understand agentic commerce, the data merchants need, and how product discovery differs from checkout. Includes a practical first-project checklist.
Read the guide ↗