What changed
Storefront and agent-related searches are really questions about whether systems can read product, policy, and stock facts consistently.
If those facts live only in front-end stitching or scattered hidden fields, agentic storefronts stay fragile.
Why it matters
Agent-ready pages start with stable public facts, not only model access. Workflow signals matter when they shorten the path from demand to delivery, not merely when they add another tool name to the list.
Indie builders, storefront engineers, agent workflow teams should use the signal to decide what must be clearer for users, buyers, or operators before the next page, workflow, or offer is shipped.
What to check
Audit whether product summary, stock hints, policy links, and help-center entry points are all readable both on-page and through the data layer.
Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production.
What needs verifying
Field mismatch creates a gap between AI recommendations and real page promises. The original source remains linked so readers can separate the announcement from this site's interpretation.