Results, with clear caveats

Zero-party pilot summaries we directly observed or implemented. Metrics are indicative, not guarantees.

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Pilot template

Problem

Checkout drop-off at payment step; inconsistent refund handling.

Approach

Integrate OpenAI Instant Checkout, reduce redirects, implement webhook-driven states, document admin flows.

Implementation steps

Map products & taxes
Implement purchase/refund webhooks + admin playbook
Test edge cases & reconciliation
Launch with monitoring & rollback

Early indicators (illustrative)

Time-to-checkout: ~20–40% faster (observed window)
Payment drop-off: reduction in pilot cohort
CS tickets: fewer refund-related contacts

Next steps

Scale to full traffic; add subscription helpers; deepen analytics.

Disclaimers & redactions

Client identifiers and proprietary configs may be redacted. Results vary by audience, pricing, product, and traffic mix.