Agentic Readiness
Agentic Readiness evaluates whether a store is prepared for agent-driven discovery and commerce workflows. Reports provide a repeatable score, supporting findings, and historical trend rather than a one-time launch opinion.
Dashboard Areas
| Area | Purpose |
|---|---|
| Overview | Review latest score, trend, success rate, report count, and average readiness. |
| New Report | Start a new diagnostic run for the store. |
| History | Review completed and failed reports over time. |
| Report Detail | Inspect findings and recommended actions from a run. |
| Settings | Enable automated checks and choose their frequency. |
Recommended Workflow
- Populate a representative catalog and configure required integrations.
- Create a baseline report.
- Review overall and AI-friendliness scores.
- Assign remediation work to the responsible product or integration owner.
- Run another report after changes.
- Compare the latest result with the previous run.
- Enable weekly or another supported automated frequency when the baseline is stable.
What to Investigate
Readiness work commonly includes:
- Product completeness and stable identifiers.
- Searchable descriptions and structured attributes.
- Inventory and availability signals.
- Cart, order, and checkout handoff behavior.
- Agent-accessible integrations such as MCP or UCP.
- Security, access, and operational ownership.
- Failed diagnostics or declining score trends.
Usage Scenarios
- Establish a launch baseline before enabling an agent channel.
- Compare readiness before and after catalog cleanup.
- Monitor regression after changing a source integration.
- Provide evidence during a production readiness review.
- Schedule periodic checks for stores with frequent catalog changes.
Interpreting Results
A high score is a readiness signal, not a substitute for end-to-end testing. Validate real product search, cart, order, payment, and reconciliation paths before production. A failed run should be investigated separately from a low completed score because it can indicate access, network, or configuration problems.
Operating Checklist
- Keep at least one known-good report for comparison.
- Record the owner of each remediation item.
- Re-run diagnostics after material integration changes.
- Investigate failed runs instead of excluding them from review.
- Pair readiness results with API, webhook, and channel tests.