Learn
Understand the business risk, then go as deep as the implementation requires.
The learning center preserves the complete technical library while giving busy merchants a shorter route into AEO, GEO, agentic commerce, and Shopify product evidence.
Plain-language actions
Prioritization, weekly routines, launches, Theme changes, product facts, app evaluation, and measurement.
AEO & GEOUnderstand the new discovery funnel
Answerability, citations, recommendations, product feeds, shopping assistants, agentic commerce, and measurement.
PLATFORM WATCHFollow current capabilities
Dated, sourced changes across ChatGPT, OpenAI Commerce, Claude, Shopify Catalog, Google, and AI shopping.
PLAYBOOKSWork from a real product decision
Category-specific attributes and constraints for apparel, beauty, supplements, electronics, furniture, footwear, collectibles, and bundles.
TECHNICAL GUIDESImplement and verify the fix
Shopify paths, Liquid, JSON-LD, curl checks, identifiers, feeds, risk, expected output, and rollback.
REFERENCEInterpret the signal correctly
Product fields, crawler identities, availability values, canonical behavior, evidence levels, and diagnostic definitions.
RESEARCHInspect the method and limitations
Sampling design, provider failures, storefront evidence, visibility observations, and honest reporting boundaries.
BUILD NOTESFollow the product engineering
Multi-tenant safety, entity matching, prompt monitoring, change tasks, backups, and evidence-based scanner design.