How comparison works

We normalize listings across platforms (Malaysia market), compute total cost (price + delivery), and show seller rating and shipping time. Sort and filter to match your preferences.

Alerts

• Price drop alerts: triggered when total cost ≤ your target.
• Predictive alerts: AI forecast indicates a better price window.
• Stock alerts: when an out-of-stock item is back.

Delivery channels: Email and Push (enable in Settings).

Data sources & scraping cadence

We fetch data periodically from Shopee & Lazada using compliant connectors with backoff/rate-limit handling. Prices are refreshed multiple times per day.

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