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ApproveShield
- by Kovotic Labs LLC
- From $29/month. Free trial available.
- by Kovotic Labs LLC
- From $29/month. Free trial available.
Automate refund decisions with AI-powered confidence scoring. Get smart recommendations based on order history, fraud signals, and customer data.
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About the ApproveShield
ApproveShield helps you automate refunds with confidence using AI-powered analysis that considers order history, fraud signals, customer LTV, and policy details. Unlike static rule engines, this intelligent system generates confidence-scored recommendations with clear justification for each decision.
Set your own rules and thresholds to match your business needs. The app provides secure authentication through Shopify OAuth and maintains full audit history of all decisions. Monitor everything through a visual dashboard that gives you complete visibility into refund requests and AI recommendations. Perfect for merchants who want intelligent automation without losing control over sensitive refund operations.
Launched: May 27, 2026
Key features
- Secure authentication with Shopify OAuth
- AI-powered analysis — intelligent decisions without manual rules
- Fully customizable — set your own rules and thresholds
- Secure data storage with full audit history
- Visual dashboard — see everything at a glance
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Pricing of ApproveShield
Starter
$29 / month
- Up to 100 events/month
- All core integrations
- Email support
- 7-day free trial
Growth
$79 / month
- Up to 1,000 events/month
- Custom alerting
- Priority routing
- 7-day free trial
Pro
$199 / month
- Up to 5,000 events/month
- Advanced automated operations
- Priority support with SLA
- 7-day free trial
