Insights
The field guide for agent-ready ecommerce.
Practical guides on product evidence, AEO, checkout readiness, and the shop surfaces AI agents need to trust.
Latest guides
Further reading
Agentic CommerceAgentic UX: why shops need to be readable for agents
A practical, SEO and AEO optimized guide to agentic UX for ecommerce teams: what changes when AI agents parse, compare, trust, and complete purchases.
AEOAnswer Engine Optimization for ecommerce
A practical answer engine optimization ecommerce guide: how shops structure pages, evidence, schema, and answers so AI systems can cite them.
Product EvidenceCheck product evidence for AI agents: variants, prices and sources
Check whether AI agents can support product variants, prices and suitability with evidence. Includes test questions, source checks and a repeatable record.
Checkout ReadinessCheckout readiness: rules agents can complete
Test variants, totals, delivery, approval and order status. A practical checklist with failure cases and repeatable tests for AI agents.
MeasurementMeasuring Agentic UX before AI traffic shifts
A practical framework for measuring Agentic UX in ecommerce: journey tests, answer coverage, evidence quality, checkout completion, QA routines, and governance.
InsightAEO vs SEO vs Agentic UX
Which of the three layers your shop actually needs, in what order. With a comparison table, self-tests, and real study data.
InsightHow to choose an agent-readiness audit
How to spot a good audit: seven criteria, an honest comparison table, and what a real deliverable contains.