Richpanel belongs on a Shopify shortlist when customer self-service and human control of AI order changes matter more than a low entry subscription. Its current offer combines a human helpdesk with mandatory metered AI. The useful distinction is the documented permission system: an AI refund or order change can wait for approval inside the same inbox where your staff works.
Shopify actions and approval
The official action catalog covers cancelling unshipped Shopify orders, changing shipping addresses, swapping variants, adding or removing items and changing shipping. These are AI tools with individual permissions. A held action appears as a card for an agent to approve or reject. The inspected sources establish order history beside conversations and these approval controls.
Refund controls support full, partial, line-item and store-credit refunds. A written policy or teammate instruction must cover the amount. Set Refund Order to Require approval for a human click on every refund. Unset action permissions default to approval, and Co-Pilot mode holds every customer-visible action. This is a concrete option for a merchant starting with delivery lookups while keeping money movement under staff control.
Customer self-service
The portal lets customers track orders, make eligible changes and manage connected subscriptions. Requests outside configured rules pass to a person with context. The portal belongs to every plan, but its guided Returns & Exchanges workflow uses a paid add-on starting at $99 monthly. Include that add-on when a proposed return flow depends on it.
Four seats and a seasonal peak
Current pricing is $99 per human seat monthly on an annual commitment, plus a $200 monthly AI minimum. Four seats therefore start at $596 monthly equivalent. Monthly commitment costs $119 per seat, producing a $676 team minimum. Human ticket volume does not add a per-ticket fee.
AI uses credits tied to model and token consumption: $0.50 per credit annually or $0.60 monthly. The advertised approximately $0.20 conversation figure is an estimate, not a guaranteed resolution rate. QA AI and portal AI share that meter. A triple-volume month can leave the seat bill unchanged while increasing AI consumption; see the worked credit example.
Obtain the reopening window, spending cap and handoff exemption before relying on a peak-month ceiling. The inbox includes macros, notes, teams and assignment rules, so the buying decision includes both automation and daily human work. Compare Richpanel alternatives and the Shopify shortlist; this review makes no measured accuracy or automation-rate claim.
For a practical comparison, distinguish a successful order lookup from a completed address or refund change. Bring an unshipped order, a warehouse-released order and a partially refunded purchase to the same demonstration. Review the approval card, the actual commerce-system result and the handoff note together; an approval setting does not show how your fulfillment provider receives the update.