AI Stock Predictor vs Admin Columns

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.

Admin Columns lets you customize and organize the columns displayed in the WordPress admin list tables for posts, pages, users, comments and media. Instead of the limited default list table, you get to display the information you actually need – like custom fields, featured images, taxonomies, file data and more. Trusted by 100,000+ WordPress sites worldwide. With a simple drag-and-drop interface you can: Add any column to posts, pages, users, media and comments Reorder and resize columns to match your workflow Choose from 200+ column types including custom fields, taxonomies and file data Display rich metadata such as images, dates, colors and relational fields Create clean overviews for even the most complex websites It works for any site from simple blogs to large WooCommerce stores. Why Admin Columns? Default WordPress list tables are limited. They often show only the title, author and date. Admin Columns turns them into useful management screens that show you what matters. Examples: See featured images, custom fields and taxonomies directly in the post list table Display media file size, dimensions or EXIF data View user metadata and roles in the users screen Keep track of large content libraries Popular use cases Admin Columns is used by developers, agencies and site owners to manage content more efficiently. Common setups: Managing WooCommerce products with price, SKU or stock columns Displaying ACF custom fields in post list tables Organizing large media libraries Reviewing SEO metadata from Yoast Organizing custom post types with the right columns Built for developers Admin Columns is open source and built to be extended. Use actions and filters to register custom column types, modify output or integrate with your own plugins. Full hooks and filters reference for custom integrations Register column configurations in PHP for version-controlled setups Designed to work alongside page builders, custom post type plugins and third-party extensions Explore the developer documentation. Admin Columns Pro Upgrade to Admin Columns Pro for sorting, filtering, inline editing and more. With Pro you can: Sort any column Filter content with stackable smart filters Inline editing – edit titles, custom fields, taxonomies and more directly from the list table Bulk editing – update multiple items at once Conditional formatting – color-code rows and cells based on rules Export to CSV Import/export column sets between sites or team members Save to PHP for version-controlled column configurations Admin Columns Pro also provides deep integrations with popular plugins: Advanced Custom Fields – display and edit all field types WooCommerce – product and order columns Yoast SEO – SEO score and metadata columns Toolset Types – custom fields and relationships Pods – Pods fields and content types Learn more about the additional features of Admin Columns Pro on our website: Upgrade to Admin Columns Pro Supported content types Admin Columns works with the following WordPress admin screens: Posts, Pages and Custom Post Types Users Media Library Comments Taxonomies (Pro) Custom field column Admin Columns allows you to display custom fields (post meta and user meta) directly in the admin list table. Supported field formats include: Color Date Images Number Text URL True/False Relational: Posts, Users and Media Docs & Support Is this your first time using Admin Columns? Check out our documentation and guides: Documentation Getting Started Developer documentation Need help? Please visit the Admin Columns support forums. Contribute Admin Columns is open source and community-driven. There are several ways to contribute: Translate: Help translate Admin Columns on WordPress.org or Pro translations on Transifex Report issues: Found a bug? Report it on GitHub Suggest features: Submit ideas to our public roadmap