AI fraud radar for Algerian COD ecommerce—predict and prevent losses.
Algerian ecommerce entrepreneurs lack access to international payment processors like PayPal and Stripe, forcing reliance on cash-on-delivery that spikes operational costs and fraud risks.
AlgerPredict analyzes order data (address, phone, history) to score fraud risk before dispatch, suggesting hold/verify actions. Integrates with WooCommerce/Shopify via plugin, reducing fake orders by 70%. Dashboard shows savings and optimizes delivery routes.
Algerian ecommerce entrepreneurs
Algeria-tuned AI model on local fraud patterns, not generic.
edgy
AI score 0-100 per order.
Webhook/plugin for Shopify/Woo.
Hold/call/ship suggestions.
Visualize blocked fraud value.
Real-time high-risk notifications.
Cluster low-risk orders for delivery.
User-defined fraud rules.
Train model with past data.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| webhook_url | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| store_id | uuid | No |
| risk_score | int | Yes |
| features | jsonb | Yes |
| outcome | text | Yes |
Relationships:
/api/orders/scoreScore new order
/api/webhooks/orderReceive order data
/api/ordersList scored orders
/api/model/trainRetraining endpoint
/api/dashboard/statsFraud savings metrics
Basic rules only
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 40 | 6% | $89 | $1,068 |
| Month 6 | 450 | 5% | $833 | $9,996 |
Score risks, save cash. Works with your store today.
Email Shopify/Woo store owners from Algerian directories; Free audit of their last 50 orders; Post fraud stats in ecommerce forums.
Advanced AI
No Algeria data
Local patterns + affordable
Proprietary fraud dataset from Algerian orders.
Ecommerce boom + AI accessibility for solos.
ML accuracy
Hybrid rules + feedback loop
Data privacy fears
Anon data + GDPR-like
Plugin adoption
No-code webhooks
Success: Clear patterns
Success: 50% accuracy lift
Success: User retention 70%
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