Claro vs Gorgias: From Macro Automation to End-to-End Resolution

Gorgias is a popular Shopify helpdesk. It has a familiar agent sidebar and can execute some AI actions autonomously. It also has a pricing model that bills the same ticket twice — once as a subscription allotment, once as an AI resolution fee — and stacks overages on top during traffic spikes.

This comparison examines the pricing mechanics that determine your actual monthly cost, and where Claro's AI goes deeper on the things that matter most for autonomous Shopify support.

The double-billing problem

Gorgias uses a dual-fee structure that is easy to miss during evaluation. Your subscription plan includes a ticket allotment (Basic: 300 tickets for $50/month, Pro: 2,000 tickets for $300/month). Every ticket that enters the system — whether handled by a human or by the AI agent — counts against this allotment.

On top of the subscription, AI-resolved tickets incur a separate AI agent fee of $0.90-$1.00 per resolution. This means every AI resolution is billed twice: once as a subscription ticket, and again as an AI agent fee.

1,000 tickets/month, 70% AI resolution rate (700 AI resolutions):

• Claro Pro: 700 × $0.35 = $245/month total
• Gorgias Pro: $300/month subscription (covers 2,000 tickets) + 700 × $0.90 = $630. Total: $930/month
• Gorgias Basic: $50/month (covers 300 tickets) + 700 overages × $0.40 = $280 + 700 × $0.90 = $630. Total: $960/month

Claro costs 74% less than Gorgias Pro for the same ticket volume with AI handling 70% of tickets.

During a holiday spike (3,000 tickets/month):

• Claro Pro: 2,100 × $0.35 = $735/month
• Gorgias Pro: $300 subscription + 1,000 overages × $0.36 = $360 + 2,100 × $0.90 = $1,890. Total: $2,550/month

Claro's cost scales linearly. Gorgias stacks subscription + overages + AI fees.

AI capabilities: both resolve, different safeguards

Both platforms can resolve tickets autonomously. Gorgias AI Agent can execute Actions including removing order items (with refund), replacing items, reshipping orders for lost/damaged items, and canceling orders with full refunds. The AI Agent also has Vision capabilities for analyzing product images in email. Before executing any action, Gorgias requires a customer confirmation step.

Claro takes a different approach to safeguards. Instead of relying on customer confirmation, Claro uses configurable guardrails per action type:

• Refunds under $50: auto-approved
• Refunds $50-$200: routed to the Needs Review Queue for one-click human approval
• Refunds over $200: blocked
• VIP customers: separate, higher thresholds
• Rate limits: max 2 refunds per customer per 30 days
• First-time flow: any action the AI has never executed requires human approval the first time

The key technical difference is entity validation. Claro uses a dual-checkpoint system that verifies order IDs, product IDs, and customer references all match before executing any write action. This prevents the category of error where AI processes a refund against the wrong order — a risk that scales with automation volume.

Claro also integrates more deeply across the DTC ecosystem, coordinating actions across AfterShip, Loop Returns, Recharge, Klaviyo, and 50+ other tools in a single resolution flow. Gorgias supports Shopify actions natively and integrates with 10+ fulfillment and subscription apps through its Actions framework.

Shopify integration: sidebar vs engine

Both platforms have deep Shopify integration, but they use it differently.

Gorgias puts Shopify data in the agent's sidebar. When a ticket opens, the agent sees order history, customer details, and can click buttons to issue refunds, cancel orders, or add tags. This is excellent for human-driven workflows where agents make decisions and execute actions.

Claro uses Shopify data as input for AI decision-making and action execution. The integration is not just a data display — it is the execution layer. When the AI decides to issue a refund, it creates the return in Shopify, processes the refund through Stripe, verifies the entity references (preventing wrong-order refunds), and logs the full action chain for audit.

Both platforms connect to the broader Shopify ecosystem. Gorgias integrates with ShipStation, ShipHero, ShipMonk, Recharge, Loop, and others through its Actions framework. Claro covers a wider range with 50+ integrations including AfterShip, Loop Returns, ReturnGO, Recharge, Klaviyo, and more — each providing both data context and executable actions with entity validation built in.

Migration path

Switching helpdesks is disruptive, which is why most stores stay on Gorgias longer than they should. Claro addresses this with three deployment modes:

1. Copilot Mode: Claro connects to your Gorgias account via API and handles tickets it can resolve autonomously. Your agents continue using Gorgias for everything else. No workflow changes, no retraining.

2. Shadow Mode: Before going live, Claro processes your real tickets and shows you what it would have done — without executing any actions or sending any replies. You verify accuracy on your own data before committing.

3. Standalone: When you are ready, Claro becomes your primary helpdesk. Support emails flow through directly, and your team uses Claro's inbox and review queue.

You can start with Copilot, validate with Shadow Mode, and migrate to Standalone at your own pace. There is no cliff.

See what Claro would resolve on your Gorgias tickets. Start Shadow Mode free →