AI Stock Predictor vs Discount Rules for WooCommerce

Predict WooCommerce stock depletion using AI. Prevent stockouts with intelligent forecasting powered by OpenAI and DeepSeek. 📖 Description AI Stock Predictor is an intelligent WooCommerce inventory management plugin that uses artificial intelligence to predict when your products will run out of stock. By analyzing sales velocity, historical data, and current inventory levels, it helps you make informed restocking decisions before it’s too late. Say goodbye to unexpected stockouts and overstocking! AI Stock Predictor continuously monitors your WooCommerce store and provides accurate predictions about when each product will deplete, giving you ample time to reorder and maintain optimal stock levels. Why AI Stock Predictor Matters? Prevents costly stockouts that lead to lost sales and disappointed customers. Reduces excess inventory and storage costs through accurate forecasting. Automates inventory monitoring, saving hours of manual analysis. Increases revenue by ensuring popular products are always available. Provides data-driven insights for better business decisions. 💻 Demo | 🚀 Get The PRO Version | 🛠 Support | 📄 Documentation 💡 Why Choose AI Stock Predictor? ✅ AI-Powered Predictions: Utilizes OpenAI and DeepSeek for accurate stock forecasting. ✅ Real-Time Monitoring: Continuously tracks sales velocity across multiple timeframes (30, 60, 90 days). ✅ Smart Alerts: Get notified before products run out with customizable risk levels. ✅ Visual Dashboard: Beautiful admin interface showing stock predictions at a glance. ✅ No Configuration Required: Works out of the box with intelligent fallback predictions. ✅ WooCommerce Native: Seamlessly integrates with WooCommerce inventory system. ✅ HPOS Compatible: Full support for WooCommerce High-Performance Order Storage. ✅ Performance Optimized: Uses smart caching to minimize API calls and server load. 🌟 Core Features (Free) ✅ AI Stock Forecasting: Predicts stockout dates using advanced AI algorithms. ✅ Multiple AI Providers: Choose between OpenAI (GPT-4) or DeepSeek for predictions. ✅ Fallback Prediction System: Built-in algorithm works even without API keys. ✅ Sales Velocity Analysis: Calculates daily sales rate across 30, 60, and 90-day periods. ✅ Risk Level Classification: Products categorized as Low, Medium, or High risk. ✅ Comprehensive Dashboard: View all predictions, stock stats, and alerts in one place. ✅ Pagination Support: Handle thousands of products with efficient pagination. ✅ Refresh Predictions: Update individual or all product predictions on demand. ✅ Stock Statistics: Track total products, low stock items, and total inventory value. ✅ API Status Monitoring: Real-time status of your AI provider configuration. ✅ Customizable Settings: Configure AI provider, prediction parameters, and notification preferences. ✅ Smart Caching: Predictions cached for optimal performance (configurable duration). ✅ Lead Time Support: Set custom lead times per product for accurate reorder planning. ✅ Translation Ready: Fully translatable with .pot file included. 🚀 Pro Features 🔸 Advanced Analytics: Detailed charts and graphs for sales trends and forecast accuracy. 🔸 Automated Reordering: Automatically create purchase orders when stock is low. 🔸 Email Notifications: Get alerts via email for critical stock situations. 🔸 Seasonal Adjustment: AI learns seasonal patterns for more accurate predictions. 🔸 Multi-Location Support: Manage inventory predictions across multiple warehouses. 🔸 Custom Report Generation: Export detailed inventory reports in PDF/Excel. 🔸 Supplier Integration: Connect with suppliers for direct reordering. 🔸 Product Categorization: Set different prediction rules for product categories. 🔸 Historical Accuracy Tracking: See how accurate past predictions were. 🔸 API Rate Limiting: Smart throttling to optimize API usage and costs. 🔸 Bulk Actions: Update settings for multiple products simultaneously. 🔸 Priority Support: Get faster response times and dedicated assistance. 🔸 White Label Options: Remove branding for client projects (Agency License). 🎨 Key Components 📊 Smart Dashboard Comprehensive overview of your inventory health with real-time data: – Total products in stock – Number of low stock items – Out of stock products count – Total inventory value calculation – AI prediction status indicator – Recent predictions table with sorting – Quick refresh actions 🤖 AI Prediction Engine Intelligent forecasting powered by leading AI providers: – OpenAI Integration: Uses GPT-4 for sophisticated analysis – DeepSeek Support: Alternative AI provider for predictions – Fallback Algorithm: Mathematical model when AI is unavailable – Sales velocity calculation (30/60/90 day averages) – Stock depletion date estimation – Risk level assessment (High/Medium/Low) – Lead time consideration ⚙️ Settings Management Flexible configuration for your needs: – General Settings: Enable/disable predictions, update frequency, low stock threshold – API Settings: Configure OpenAI or DeepSeek API keys – Prediction Settings: Choose AI model, confidence threshold, historical data period – Notification Settings: Email alerts, notification types, frequency preferences 📈 Sales Velocity Tracker Multi-timeframe analysis for better accuracy: – 30-day sales velocity (units per day) – 60-day sales velocity – 90-day sales velocity – Automatic trend detection – Seasonal pattern recognition 🛠️ How It Works 1️⃣ Install & Activate: Install AI Stock Predictor from WordPress plugin directory or upload manually. 2️⃣ Configure AI Provider (Optional): Add your OpenAI or DeepSeek API key in Settings → API (works without API key too). 3️⃣ View Predictions: Navigate to AI Stock Predictor dashboard to see stock predictions. 4️⃣ Monitor Risk Levels: Products are color-coded by risk level (Red: High, Yellow: Medium, Green: Low). 5️⃣ Take Action: Reorder products showing high risk before they run out. 6️⃣ Stay Updated: Predictions automatically refresh based on your configured schedule. 🎯 Perfect For E-commerce Store Owners: Prevent stockouts and optimize inventory levels. WooCommerce Shops: Seamlessly integrates with your existing store. Dropshippers: Plan orders in advance based on predicted demand. Small Businesses: Reduce manual inventory tracking and focus on growth. Wholesalers: Manage large product catalogs efficiently. Subscription Services: Ensure products are always available for recurring orders. Seasonal Businesses: Prepare for demand spikes with AI predictions. 📋 Technical Details Minimum Requirements: WordPress 6.0+, WooCommerce 7.0+, PHP 8.0+ Database: Efficient queries with caching for optimal performance Security: Nonce verification, capability checks, input sanitization Coding Standards: Follows WordPress and WooCommerce coding standards Performance: Lightweight with minimal impact on site speed Compatibility: Works with any WordPress theme and most plugins 🌐 Translation Ready AI Stock Predictor is fully translatable and includes a .pot file for easy translation into any language. External services This plugin connects to third-party AI services to generate stock predictions. These services are used to analyze your product sales data and predict when products will run out of stock. Important: No personal customer data is ever sent to these services. Only anonymized product inventory data (current stock levels, sales velocity calculations, and lead times) is transmitted. OpenAI This plugin can connect to the OpenAI API to generate AI-powered stock predictions. What data is sent: – Current stock quantity for each product – Calculated sales velocity (units sold per day over 30, 60, and 90 day periods) – Product lead time (restocking time in days) – Current date for prediction calculation When data is sent: – When a stock prediction is requested for a product (either manually via the dashboard refresh button, or automatically based on your configured update frequency) – Only if OpenAI is selected as the AI provider in the plugin settings AND a valid API key is configured Service provider: OpenAI, L.L.C. – OpenAI Terms of Use – OpenAI Privacy Policy DeepSeek This plugin can connect to the DeepSeek API as an alternative AI provider for stock predictions. What data is sent: – Current stock quantity for each product – Calculated sales velocity (units sold per day over 30, 60, and 90 day periods) – Product lead time (restocking time in days) – Current date for prediction calculation When data is sent: – When a stock prediction is requested for a product (either manually via the dashboard refresh button, or automatically based on your configured update frequency) – Only if DeepSeek is selected as the AI provider in the plugin settings AND a valid API key is configured Service provider: DeepSeek – DeepSeek Terms of Service – DeepSeek Privacy Policy Fallback Mode If no API key is configured or if the external API request fails, the plugin uses a built-in mathematical algorithm to calculate predictions locally without sending any data to external services.

Discount Rules for WooCommerce is a dynamic pricing and discounts plugin for WooCommerce that helps you create any type of bulk discounts, quantity discounts, product specific discounts, dynamic pricing, advanced discounts based on conditions, percentage discounts, tiered pricing discounts and more. With the PRO version, you can create advanced discount offers such as buy one and get one free (BOGO) deals, auto-apply coupons, free shipping discounts, bundle offers, discounts based on products, categories, attributes, tags, SKUs, user roles, cart items, purchase history and much more. The plugin offers a number of features that make it easy for customers to discover discounts and offers in your store: Show a bulk discount table on your product pages. This helps customers buy more in order to save more. Show the discounted price on product, cart & checkout pages with the original price crossed-out (with a line-through) Display “You saved” message on the cart & checkout pages Show a discount bar with your offers on the product pages Display a Sale badge on your shop & product pages View Demo | Documentation with examples | Ask Questions | PRO version | Examples DISCOUNT TYPES AND FEATURES WITH EXAMPLE SCENARIOS Free version features Create percentage discounts. Offer a storewide sale Example: A storewide 10% discount on all products Create bulk discounts. Example: Use quantity breaks to offer higher discounts on bulk purchases. Order total based discounts (Example: Spend more than $1000, get 10% discount) Set product specific percentage discounts (Example: Product A gets 10%, Product B gets 20%) Cart based discounts using the line items (Example: Purchase 4 different products or variants and get 10% discount) Exclude selected products from discount rules (product pricing discounts) Run special offers / sale for specific periods – Example: 10% discount only on BlackFriday Show bulk discount table on product pages Get the PRO version to create advanced discounts and grow sales PRO features All features of the free version, plus: Percentage discounts with advanced discount conditions. Fixed product discounts. Example: Get $9 discount for purchasing more than 6 items Category discounts – Get 25 % off on all items under Summer Collection Buy One Get One free offers – Buy a cap and get another cap for free Buy 2 and get 1 free offers – Buy 2 get 1 cheapest product free or Buy 2 and get 1 at 50% discount Buy one get one half off – Buy 2 get 1 at 50% off or buy one get the second product free or at 50% discount BOGO deals based on categories. Examples: Buy any product from Category A and get a product free from Category B. Buy Product A and Product B from Category Electronics and get a free product from category Accessories. Buy any product from Category Mobile and choose a free product from Category Hard Cases Volume discounts & tiered quantity discounts with conditions – Buy 6, get 10%, Buy 12, get 15% User role based discounts – Discounts for wholesale customers First order discount Product discounts with variant specific offers – Buy Product A with Variant X and get 10% discount Bundle discount – Buy 3 for $10, 6 for $20 Conditional discounts – Buy Product A and B and get discount on Product C Offer one or more free products. Multiple products could be offered free using a rule Apply discounts for multiple items using one coupon code Discount for product variants Attributes based discounts – Buy green color T-shirts and get 10% discount Discount for customers with specific domains – 10% discount for all emails ending with @example.com Customer specific discounts – 10% discount for selected customers Free shipping discount Shipping / Delivery location based discount Example: If shipping destination is California, get 15% discount Purchase history based discounts Example: Customers who spent at least $100 in previous purchases get 10% discount Discount based on the number of orders placed earlier. Example: 10% discount for customers with 5 or more orders Discount based on previously purchased products. Example: Customers who previously purchased Shoes get 10% discount Discounts based on sum of item quantities in cart – Order more than 10 items from any category and get 15 % discount Discount for the cheapest item in the cart – Add 3 products to the cart and get the Cheapest Item free Option to offer free products only from certain category Exclude products on SALE from discount rules SALE Badge for discounted products Highlight savings on the cart & checkout with “You saved” label Use a discount banner to highlight offers on product pages Option to show or hide the discounted price Priority support Discount Examples using PRO Features Category Discount The category discount feature allows you to offer discounts on all products in one or more categories. Simply choose one or more categories, set your discount offers, and the plugin will apply them automatically to every product in those categories. Here are some examples: Buy T-shirts from Apparel category and save 10% Get 30% off on Category A & Category B Purchase any 6 items from Category A and get a 25% discount on total cart value. Purchase 3 products from Category A or B or C or from all of them and get 20% discount valid from dd/mm/yyyy to dd/mm/yyyy Bulk Discount / Quantity Discount / Tiered Pricing Discounts Bulk Discount, also known as quantity discounts, tiered pricing discounts or volume discounts, allows you to reward customers for buying in bulk. As customers purchase more, they receive better pricing, encouraging bulk purchases. Here are some bulk discount examples: Buy 5 to 10 quantities, get 5% discount, 11-20 quantities, get 10% discount, 21-30, get 20% discount Buy 1 to 5 quantities, get $2 discount, Buy 6 or more, get $3 discount Storewide Sale Discount A Storewide Sale discount allows you to apply discounts on all products in your store, offering a simple yet powerful way to drive sales. Whether you’re running a seasonal sale, clearing out inventory, or rewarding loyal customers, a storewide discount makes it easy for shoppers to save on everything in your store. 20% discount on all products in the store on Black Friday or Christmas Auto apply coupon of 10% for all products 10% discount on all products for specific user role like Wholesale customers Buy One Get One Free Discount Offers BOGO is a popular discount strategy that allows you to create offers like buy one get one free, buy 2 get 1 free, buy one get one at half price, buy x and get y product free and more. Here are some examples: Buy one and get one free of the same product Buy 2 get one cheapest free Buy X get Y product free Eg: Buy 3 product and get a pendrive free (or with 50% discount) Buy Any 2 items from Category X, and get a Product free from Category B Buy X products and get X number of products free Buy 3 products from any category, get 1 free. Buy 6 products, get 2 products free…. Buy 12 products (any or category specific), get X number of cheapest among them free Free products can be a few selected products, cheapest products in the entire store or from selected categories. Products can be offered either free (100% discount) or at a percentage discount (50%) Spending based discounts Boost sales by offering discounts based on the customer spend. Here are some examples: Spend $500 or more and get 15% discount, spend $1000, get 20% discount Add two to six products in cart and get flat $30 discount. 10% discount for all retailers (User Role specific discount) All orders above $500 will get 15% discount Free shipping for orders above $100 Bundle Discount Encourage customers to buy multiple items together. For example, you can create deals like “Buy 3 for $10” or “Buy 6 for $20,” providing clear savings for bulk purchases. Create offers like Buy 3 items for $10. 4th item will be charged full price. Buy more, save more offers. Example: Buy 3 for $10, 6 for $20 Product Specific Discounts Shoes get 20% discount, T-Shirts get 5% discount Special Edition Shoe (A specific product) gets 15% discount for 10 days Buy 10 or more Mugs and get 5% off Buy 3 for $10, Buy 6 for $20 Fixed Product Pricing discounts $5 off on all products in Category A Set a fixed price per unit for bulk purchases (Product A cost is $20. Buy 5 to 10 quantity for $15 per unit, 11 and above for $10 each) User Role based discounts Useful when you have different types of customers in your store. For example, wholesale customers, retail customers Bulk discount based on user role for specific product or product categories. Example: Members of Wholesale customers group gets 40% discount, while Retail customers get 5% discount Discount for Product Variants Get 50% off on T-shirts Small and Large Sizes only Buy a Small Size Tee and get a small Size shorts free Conditional Discount Offers Buy Product A at full price and get 20% discount in Product B Buy 2 quantities of Product A, 2 quantities of Product and get 30% discount in Product C Buy 3 quantities of Product A and get flat $10 off in product B Buy a Mobile and get 20% off on headphone Attribute specific discount offers Useful when you want to offer discount when a product has a specific attribute. Example: 10% discount for purchase of T-Shirt with Small sizes. Shipping Address Based Discounts Flat 25% discount for customers from New York Customers from California get 10% discount while those from Texas get 5% Purchase history based discount Discount based on the total amount spent by the customer in previous orders. Example: Customers who spent $1000 get 10% on future orders. Discount based on the total number of orders placed by the customer – Customers who ordered 50 products get 15% on all future purchases Based on product purchase history (Example: Provide 10% discount to all customers who purchased Shoes earlier) Purchase history for a specific period (10% discount for those who spent $500 in the last 3 months) Discount Conditions The following conditions help you tailor your discount offers depending on certain criteria. Products Categories Attributes SKU Tags Cart Line Items & Properties Customers User Roles Shipping locations – ZipCode, City, State/Region, Country Subtotal Coupons Date & Time Purchase History – Last Order, First Order, Orders with X Items, Number of Orders Need help? Reach out to us Whether you want to double-check your setup or need help with a unique discount promo, we’re here to assist you. Feel free to reach out via the Live Chat on our website or through our support request form. We’re happy to guide you through the setup and ensure everything is running smoothly. Don’t worry—we’re here to help! Quick Links: PRO Version Documentation Helpdesk & Support External services Flycart CDN & documentation: The CDN is used to fetch static assets including images and contentand hosted at static.flycart.net, while the documentation for the plugin is hosted at docs.flycart.org and linked at various sections in the plugin to help merchants. Terms, privacy policy Google Charts: The library is used to display discount reports in a chart format. The service is provided by Google. Terms, privacy policy Credits Dutch Translation – @mvdburg1971 – Michael van der Burg