ReturnShield AI
The first Shopify app with a complete AI prevention engine. NLP analyzes return notes with 80% accuracy, generates surgical product description fixes, predicts ROI before you apply changes, and tracks real before/after results.
Everything you need for ReturnShield AI
AI Action Queue
The core of ReturnShield. AI generates surgical product fixes with word-level diffs and evidence. Impact predictor shows expected savings before you apply.
- Word-level diffs show exactly what changes
- Evidence-based — cites actual return data
- Impact prediction: '$525/month saved, 87% confidence'
- Approve, reject, or auto-apply low-risk changes
- Action Prioritizer ranks by (savings x confidence / effort)
Product Risk Scoring
Every product gets a 0-100 risk score based on return rates, description quality, pricing, category benchmarks, and customer feedback patterns.
- 0-100 risk score based on 30+ signals
- Category benchmark comparison
- Description quality analysis
- Score history tracks improvement over time
True Return Cost Calculator
Stop measuring returns by refund amount. ReturnShield calculates all-in unit economics including shipping, processing, restocking, depreciation, and wasted CAC.
- All-in cost per return, not just refund amount
- Includes shipping, processing, restocking, depreciation
- Wasted customer acquisition cost factored in
- Category-level and product-level cost breakdowns
Fraud Detection & Prevention
Serial returner scoring catches habitual abusers. Bracketing pattern detection flags customers buying 3 sizes of the same item.
- Serial returner scoring based on return history
- Bracketing detection (multiple sizes of same item)
- Automated fulfillment holds for flagged orders
- Instant alerts for high-risk incoming orders
Real ROI Tracking
Track actual before/after return rates for every change you apply. Statistical significance indicators tell you when results are reliable.
- Before/after return rates per applied fix
- Statistical significance (30+ order minimum)
- '$X Saved Since Install' hero counter
- 'What Didn't Work' section for transparency
- Monthly ROI email reports
Choose Your Plan
All paid plans include a 14-day free trial. Cancel anytime.
Free
Up to 50 orders/month
- Return intelligence dashboard
- Industry benchmarks
- Return rate trends
- True cost calculator
Starter
Up to 200 orders/month
Save 20% with annual billing
- AI return reason analysis
- Product risk scoring (0-100)
- Customer risk segmentation
- Description quality analysis
Growth
Up to 1,000 orders/month
Save 20% with annual billing
- AI Action Queue with auto-rewrites
- Word-level diffs with evidence
- Auto-add size warnings
- Real ROI tracking
- Post-purchase emails
Pro
Up to 5,000 orders/month
Save 20% with annual billing
- Return fraud detection
- Bracketing fulfillment holds
- Post-return surveys
- Shopify Flow integration
- Sizing social proof widget
- Cross-store benchmarks
Scale
Unlimited orders
Save 20% with annual billing
- REST API access
- Custom ML models
- AI weekly digests
- Dedicated account manager
- Unlimited data retention
All paid plans include a 14-day free trial. No credit card required to start.
Screenshots
ReturnShield AI dashboard with savings counter and risk overview
AI Analysis & Fixes
Risk Intelligence
ROI & Tracking
Fraud Prevention
Customer Engagement
What's Included
Free Trial
14 days free on all paid plans
All Plan Features
Full access to your plan's features
6 Languages
PL, EN, DE, FR, ES, IT
Monthly Subscription
Flexible billing, cancel anytime
Email Support
Direct from the developer
Documentation
Installation, config, troubleshooting
Customer Reviews
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Frequently Asked Questions
Starting from
Cancel anytime. No long-term commitment.
Shopify 2024.x+ | All plans
Starting from
Cancel anytime. No long-term commitment.
Shopify 2024.x+ | All plans