Agent Automation
ACP vs UCP: What Ecommerce Teams Need to Know
A practical comparison of OpenAI's Agentic Commerce Protocol and Google's Universal Commerce Protocol, including what is documented and what is still early.
6 min read
Read the storyWildcard field notes
A clearer view of AI commerce.
Research, operating notes, and practical guidance for teams shaping how products are found and purchased through AI.
Featured story
Browse the archive
Topics in the field
- Agent Automation6
- Best Practices6
The archive
Latest articles
12 articles
Agent Automation6 min read
Amazon Rufus: AI Visibility Is the New Customer Acquisition Channel
Amazon Rufus gives shoppers another way to research products. Here is a practical catalog and listing playbook for Amazon operators.
Agent Automation6 min read
ChatGPT Apps and MCP Apps for Ecommerce Teams
What ChatGPT apps and MCP mean for ecommerce teams, where portability stops, and how to scope a useful catalog or service integration.
Agent Automation6 min read
Walmart Sparky: AI Visibility Is the New Customer Acquisition Channel
Walmart Sparky gives shoppers a conversational route into the catalog. Here is a practical visibility and catalog playbook for Walmart operators.
Best Practices6 min read
Designing for AI Shoppers: Product Data and UX Decisions
A practical guide to product data and customer experience decisions for AI-assisted shopping, without treating unknown model behavior as a ranking formula.
Best Practices6 min read
BigCommerce GEO and AEO: A Platform-Specific Checklist
A practical BigCommerce checklist for product data, storefront content, feeds, structured data, testing, and measured AI shopping work.
Agent Automation5 min read
Agentic Commerce: What Ecommerce Operators Need to Know
Agentic commerce changes how products are discovered, evaluated, and purchased. Here is the operating model ecommerce teams need now.
Best Practices5 min read
The Me Store: What 9operators Got Right About AI Commerce
Operator lessons from a 9operators conversation about personal shopping feeds, product data, brand durability, and customer access.
Best Practices6 min read
Beyond Shopify SEO Experts: Why You Need a ChatGPT Shopping Specialist
SEO is not enough in AI shopping. Here is the new remit, skills, and playbook for the ChatGPT Shopping era.
Agent Automation6 min read
The 2026 AI Commerce Operating Plan for DTC CMOs
A practical 2026 plan for channel diversification, catalog readiness, ownership, and measurement across AI shopping surfaces.
Best Practices5 min read
Shopify SEO Is Not Dead. It Is Expanding.
Search still matters, but Shopify teams also need to optimize product data and content for AI answers and shopping conversations.
Best Practices6 min read
WooCommerce vs Shopify for AI Shopping Readiness
A neutral fit comparison of WooCommerce and Shopify for product data, feed operations, checkout ownership, and AI shopping measurement.