📊 Analytics & Growth by Kovotic Labs

Predict and prevent membership churn automatically

ChurnShield — powered by intelligent LLM reasoning, not static rule chains.

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ChurnShield uses AI to solve: Shopify Plus merchants running paid memberships have no native churn prediction or automated re-engagement tooling to prevent membership count stagnat
Capabilities

Everything you need, nothing you don't

Real-time order monitoring — every event tracked automatically

Churn scoring engine with feature vector calculation

AI-powered analysis — intelligent decisions without manual rules

Shopify Admin write-back: discount codes + customer tags

Secure data storage with full Audit-Ready Activity Logs

Pricing

Simple, transparent pricing

Starter

$29/mo + usage
  • Up to 100 events/month
  • All core integrations
  • Email support
  • 7-day free trial
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Pro

$199/mo + usage
  • Up to 5,000 events/month
  • Advanced automated operations
  • Priority support with SLA
  • 7-day free trial
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Early Access

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Resources

Merchant Resource Center

Quick Start Guide

1
Install ChurnShield from the Shopify App Store. Authorize the required permissions: read_customers, write_customers, read_orders.
2
Open the Insights page to see your real-time monitoring dashboard. This is your command center for predict and prevent membership churn automatically.
3
Navigate to Dashboard for detailed data tables. Review individual events, drill into specifics, and take manual actions when needed.
4
Go to Settings to configure your thresholds, alert preferences (email/Slack), and automation rules. ChurnShield works out of the box, but fine-tuning improves accuracy.
5
Use Team Management to add staff members with role-based access (Viewer, Editor, Admin). Control who can see data vs. who can take actions.
6
ChurnShield automatically starts monitoring your store via orders/create and orders/updated and CUSTOMERS_DATA_REQUEST and CUSTOMERS_REDACT and SHOP_REDACT events. No additional configuration needed — data flows within seconds of installation.

Estimated setup time: 5 minutes

Frequently Asked Questions

How does ChurnShield work technically?
Event Ingestion AI Analysis
What Shopify data does ChurnShield monitor?
ChurnShield automatically monitors fires when a new order is placed and fires when an existing order is modified and gdpr: customer data export. This happens in real-time — no manual setup required.
Does ChurnShield work with Shopify Plus?
Yes. ChurnShield is fully compatible with Shopify Plus, including multi-store setups, custom checkout flows, and advanced API access. Enterprise features like role-based access control (RBAC) and audit logging are available on higher tiers.
Is my store data secure with ChurnShield?
Yes. Merchant data is stored on isolated infrastructure, transmitted over HTTPS, and retained only as long as needed to deliver the app's functionality. Retention defaults to 90 days and is configurable in Settings.
What if ChurnShield isn't showing data?
The most common issue is missing api scopes. "Cannot initialize Shopify API Library" error on app load. Check your app settings and ensure all required permissions are granted. Contact support@kovotic.io if the issue persists.
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