Practical Automation Lab

Make your Shopify catalog understandable to AI shoppers.

PAL Catalog Check now leads with AIEO — AI Engine Optimization for commerce. It audits the product data AI channels rely on: titles, descriptions, images, identifiers, variants, price and availability, while keeping Merchant Center and traditional feed readiness intact.

AIEO + SEOAI-shopping readinessPrivacy-consciousOwner-built
Check your public Shopify catalog →Install Free · Pro $199/yearPaid developer APIs

Free public sample first. Full Shopify catalog scanning and $19/month or $199/year Pro monitoring available through the Shopify App Store. No payment until you choose a paid plan.

SEO gets pages indexed. AIEO gets products understood.

PAL uses AIEO as shorthand for AI Engine Optimization: making commerce data clear, structured, complete and current enough for AI assistants, shopping agents and agentic storefronts to parse and act on. It complements SEO rather than replacing it.

AI-readable product data

Improve the fields AI channels consume directly: product titles, descriptions, categories, variants, identifiers, images, price and availability.

Built for agentic commerce

Audit source data before it is syndicated through Shopify Catalog, feeds, APIs or other AI-shopping channels. PAL does not guarantee ranking or placement.

AIEO & AI commerce catalog readiness

Shopify merchant growth tools

Creator & publisher revenue tools

Developer infrastructure

Shopify catalog troubleshooting guides

Compliance & declaration readiness

Product passport readiness

Integration readiness

Paid field reports

Developer API

Machine-paid API distribution

Production field reports

Automation economics

E-commerce unit economics