AIRF Advanced Intelligent Restock Forecast

AIRF helps WooCommerce store owners make better replenishment decisions without leaving wp-admin.

Instead of relying on rough guesswork or a single recent sales window, AIRF combines current stock, product movement, and supplier lead times to show which products need attention first, when stockouts are likely, and what to reorder next.

Use AIRF to: 1. Spot products that are heading toward stockouts before they become expensive problems 2. Estimate reorder quantities with supplier lead time taken into account 3. Review demand forecasts, urgency, trend direction, and stockout windows in one place 4. See revenue impact, reorder timing, anomalies, seasonality, and market-event context where available 5. Export reports, print recommendations, and keep a history of past analyses inside WooCommerce admin

What you get in this version: 1. A dashboard with credits, last analysis status, top recommendations, summary insights, and forecast preview 2. An insights area with demand forecast charts, ABC inventory classification, revenue impact, reorder calendar, anomaly alerts, seasonal patterns, market events, and export tools 3. A history view with previous analyses and recommendation snapshots 4. Settings for auto-analysis scheduling, weekly digest email, customer base countries, plan sync, and site information 5. Supplier lead-time fields directly on WooCommerce product inventory screens 6. Manual analysis runs plus automatic scheduled analysis 7. Plan-aware visibility for credits, usage, and available insight depth inside the plugin

Getting started is simple: 1. Install and activate the plugin 2. Open WooCommerce > AIRF Restock Forecast 3. Enter a recovery email and verify the site from inside WordPress 4. Add supplier lead days to the products you restock regularly 5. Optionally choose customer base countries and schedule settings 6. Run analysis and review recommendations in the AIRF screens

Store owners do not need a separate AIRF dashboard account to use the plugin inside WordPress admin.

External services used: 1. AIRF forecasting service operated by Thinlayer Labs – Purpose: site registration, plan/quota status, analysis, cached analysis, analysis history, and customer-country settings. – Data sent: store domain, WordPress/WooCommerce/plugin version metadata, recovery email for registration, and anonymized/aggregated inventory and sales signals (SKU, product name, stock, price, monthly sales totals, lead days). – Data not sent: customer names, customer email addresses, customer phone numbers, customer addresses, payment details. – Trigger: after an admin explicitly consents in the setup screen, requests verification code, and verifies the site; then during analysis/status sync and scheduled analysis tasks. – Service terms: https://thinlayerlabs.com/terms – Service privacy policy: https://thinlayerlabs.com/privacy