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.
Agents need evidence, rules and a path they can complete.
Latest guides
Further reading
Agentic CommerceMay 5, 202615 min read
Agentic UX for ecommerce
How shops become readable, verifiable, and completable for AI agents.
AEOMay 5, 202615 min read
AEO for shops
How your shop becomes a source AI systems can cite with confidence.
Product EvidenceMay 5, 202615 min read
Product evidence for AI agents
Which facts agents need before they can recommend a product.
Checkout ReadinessMay 5, 202615 min read
Checkout readiness for agents
How policy, payment, and checkout rules become clear enough to complete.
MeasurementMay 5, 202615 min read
Measure agent-readiness
The scorecard ecommerce teams need before AI traffic shifts.
Insight
AEO 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.
Insight
How to choose an agent-readiness audit
How to spot a good audit: seven criteria, an honest comparison table, and what a real deliverable contains.