AI Stock Predictor vs Code Engine – PHP Snippets, AI Functions & Automation for WordPress

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.

Code Engine is a snippets manager that doesn’t stop at snippets. Yes, it runs your PHP and JavaScript exactly where and when you want: frontend, backend, on a schedule, or inside your content. But its real magic is what happens after you write a function: the same little piece of code instantly becomes a tool your AI chatbots can call, a step you can drag into a visual workflow, and an endpoint the outside world can trigger. One function, three superpowers. Most “code snippets” plugins stop at a textarea and a toggle. Code Engine treats your functions as first-class building blocks for the whole Meow Apps ecosystem, and for anything that can speak REST. Think out of the box, let your creativity flow, because the possibilities really are endless! ✨ For more, check the official website and come say hi on the Discord. Quick Intro Hello! ☀️ I built Code Engine because I was tired of pasting mystery snippets into functions.php and praying. I wanted a place where small bits of code are organized, safe, AI-assisted, and reusable everywhere. Here’s the idea. You write a function (or let the AI write it for you from a plain-English description). That function immediately shows up in three places: AI Engine: your chatbots and MCP clients (Claude, ChatGPT, Claude Code) can call it as a tool, with real arguments. Ask “how many orders shipped today?” and your chatbot runs your function to answer. Workflow Engine: your function appears in the step picker as its very own block. Drag it onto the canvas, wire it between an AI step and a Slack step, done. No glue code. REST / External tools: give it a secure endpoint and a token, then trigger it from Make.com, n8n, Zapier, a cron job, or a webhook. You never wrote an “integration.” You just wrote a function. Code Engine did the rest. 🤝 Core Modules 🧩 Snippets Manager Backend, Frontend, Persistent, Scheduled, Functions, and in-content (PHP/JS) snippets, all in one clean dashboard with tags, search, scope filters, and priorities. 🪄 AI-Assisted Coding Describe what you want in plain English and let AI Engine write the snippet: code, name, arguments, and scope included. Refine existing code or implement it straight from your comments. 🤖 Functions as AI Tools Every Function snippet becomes a function-calling tool and an MCP tool, so your AI Engine chatbots (and external AI agents) can actually do things on your site, not just talk. 🔀 Functions as Workflow Steps Workflow Engine surfaces each of your functions as its own draggable step. Your custom logic becomes a first-class citizen on the automation canvas. 🌐 External Access (REST) Expose any runnable snippet through a secured REST endpoint with a bearer token. Perfect for Make.com, n8n, webhooks, and scheduled external jobs. 🛡️ Safe Mode A snippet that throws a fatal error is automatically caught and disabled before it can take your site down. Code with confidence. ⏰ Scheduling Run a snippet daily at a chosen time via WP-Cron (reports, cleanups, syncs) without touching the server crontab. 🧱 Code Blocks & Shortcodes (Pro) Drop PHP or JS straight into a post or page with a Gutenberg block or the [code-engine] shortcode, with safety guards. 🧩 Snippets, the way they should be Code Engine organizes your code by scope, so each snippet runs exactly where it belongs: Persistent: runs everywhere (frontend and backend). Your everyday “add this to functions.php” code, but managed. Frontend: runs only on the public site. Backend: runs only in the admin. Function: a named, callable function with typed arguments and defaults. This is the reusable building block (see below). Scheduled: runs on a WP-Cron schedule, at the hour and minute you pick. Content (PHP / JS): runs inside a specific post or page, via a Gutenberg Code Block or the [code-engine] shortcode (Pro). Everything is searchable, taggable, sortable by priority, and importable/exportable. The CodeMirror editor gives you proper syntax highlighting and keyboard shortcuts (Cmd+S to save, Cmd+Enter to run). A nikic/php-parser pass validates your PHP before it ever runs. 🪄 Let AI write it for you Don’t feel like writing the boilerplate? Describe the snippet in plain language and Code Engine, powered by AI Engine, generates the whole thing: the code, a sensible name, a description, the right scope, and, for functions, the argument list with names, types, and defaults. Already have code? Ask the AI to modify it from a prompt, or write a few comments describing what you want and let it fill in the implementation. It’s pair programming, right inside your dashboard. ✨ The big idea: write once, use everywhere This is what makes Code Engine different. A Function snippet is not just code you call from other code. It’s a reusable capability that the rest of your stack can plug into. The moment you save it, the same function is available in three places at once: 1. As an AI tool, for chatbots and AI agents With AI Engine active, your functions are exposed through function calling and over MCP (Model Context Protocol). Your on-site chatbot can run them mid-conversation, and external AI agents (Claude, Claude Code, ChatGPT, OpenClaw) can call them too. Want a chatbot that checks stock, looks up a booking, or kicks off a process? Write the function; the chatbot gains the skill. 2. As a workflow step, for automation With Workflow Engine, every active function shows up in the Add-step picker as its own block, named after your snippet, with one input per argument. Drag it onto the canvas and wire it between other steps: an AI step that summarizes, your function that saves, a Social Engine step that posts. There’s also a generic “Execute snippet (by ID / by name)” step when you want to call one dynamically. You never write integration code; your function is the integration. 3. As a REST endpoint, for the outside world Give a snippet a custom endpoint name and a bearer token, and it’s instantly callable from anywhere: POST /wp-json/code-engine/v1/snippets-endpoint/your-endpoint Pass arguments as JSON in the body, secure it with a token, and trigger it from Make.com, n8n, Zapier, GitHub Actions, or a humble cron job. Automation without a middleware bill. 🛡️ Safe by default Running arbitrary code is powerful, so Code Engine takes safety seriously: Safe Mode catches fatal errors and auto-disables the offending snippet, so a typo never white-screens your site. REST whitelisting means global snippets only run on trusted REST routes by default, so you choose what to open up. Per-snippet tokens secure your external endpoints. Validation with a real PHP parser before code is saved. For developers who want fewer guardrails, there’s a “Bypass REST Security” option and filters (mwcode_rest_authorized, mwcode_rest_whitelist) to tailor exactly what’s allowed. Works beautifully with the Meow Apps family Code Engine is one engine in a connected set, each one useful alone, magical together: AI Engine: chatbots, content generation, and MCP. Turns your functions into AI tools. Workflow Engine: visual automation. Turns your functions into draggable steps. SEO Engine: smart, lightweight AI SEO. Social Engine: schedule and automate social posts. Why Code Engine? Reusable, not throwaway Other snippet plugins give you a place to paste code. Code Engine gives you a place to build capabilities that your AI, your workflows, and your external tools can all use. Native to WordPress Clean, fast, and built the WordPress way. No clunky external dashboards, no bloat. AI-native Write snippets with AI, expose them to AI. The whole loop lives in your wp-admin. Developer friendly REST API, MCP tools, function calling, scheduling, import/export, and plenty of filters to hook into. Cared for Part of the Meow Apps family, with regular updates and a real human behind it. 💕