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
PAL Catalog Check for Shopify
Read-only AIEO catalog scanning for AI-readable product, image, identifier, price, availability and variant data.
Free browser toolShopify AIEO & Product Feed Preflight
Drop a product CSV and catch structural, identifier, image and variant issues that can reduce machine readability for AI shopping and feed channels.
Paid API · Official MCP RegistryPAL AIEO Commerce Catalog Intelligence
AI-commerce catalog audit, GTIN checks, feed diff and prioritized AIEO remediation, with Merchant Center compatibility. Full-catalog remediation: $20/call for up to 2,000 products.
2027 readinessGoogle Merchant Center 500×500 Image Readiness
Prepare product images for Google’s 500×500 minimum image requirement before January 31, 2027 enforcement.
Shopify merchant growth tools
Creator & publisher revenue tools
Developer infrastructure
Shopify catalog troubleshooting guides
GTIN / MPN missing or not syncing
Separate Shopify catalog identifier gaps from downstream feed or sync problems.
2026 Merchant API changesShopify products missing from Merchant Center?
Google retired the Content API on August 18, 2026. Check changed country feeds, lost attribute rules, identifiers and product data before fixing the wrong layer. Free public catalog sample available.
Compliance & declaration readiness
Product passport readiness
Integration readiness
Google Content API → Merchant API Migration Preflight
Browser-local source/config scanner for deprecated Content API v2.1, Merchant API v1beta, customBatch, legacy Price objects and migration blockers.
API migrationHubSpot API Migration Preflight
Browser-local checklist for credential, webhook, API-version and CRM-write validation migration risks.
Paid field reports
From PAL's first real USDC sale to a $5 commerce API
Measured production report on the wallet-confirmed 0.01 USDC sale, the 500× ticket-size experiment, MCP discovery, and the new $5 batch-remediation tier.
All reportsPractical Automation Lab on Subnano
Browse PAL's paid implementation reports covering x402 distribution, Nano commerce APIs, settlement, and autonomous revenue experiments.
Developer API
PAL on RapidAPI
Public plans from $25/month, with PRO recommended. Use RapidAPI billing instead of managing x402 payments directly.
Settlement-verified · PayAPIPremium catalog remediation
Verified x402 marketplace listing for remediation workflows, plus direct $20 full-catalog processing through PAL.
Verified · Agent Tools · $20Full Catalog Remediation
Agent Tools independently verified the live x402 endpoint for up to 2,000 products. Direct USDC settlement goes to PAL; the directory takes no cut.
Direct API · MCP · Base USDCCommerce Catalog Intelligence API
Direct $0.01–$20 paid operations for developers, agencies and AI agents.
Machine-paid API distribution
Production field reports
Automation economics
E-commerce unit economics
Break-even ROAS Calculator
Find the ROAS floor and break-even ACOS implied by order economics.
E-commerce Profit Margin Calculator
Calculate contribution profit and margin before advertising.
Maximum CPA Calculator
Find the most you can spend to acquire an order.
Discount Profit Impact Calculator
See how discounts change contribution profit and required order volume.