Admin UX update: Feed Generation now warns when service is disabled, and Dashboard shows explicit service status in configuration summary.<\/p>","5.5.6":"
Unified feed generation guards: all feed generators now skip execution when AI Cloud services are disabled.<\/p>","5.5.5":"
Minor quality release to resolve WordPress i18n checker warnings in REST endpoint strings.<\/p>","5.5.4":"
Internal REST API refactor and centralized endpoint permission checks.<\/p>","5.5.3":"
Code cleanup: removed unused methods. No functional changes.<\/p>","5.5.2":"
CRITICAL SECURITY UPDATE: Feed REST API endpoints now require authentication. Update immediately to protect your store data from unauthorized access.<\/p>","5.5.0":"
Disable plugin and re-enable to install the new smartpricing AI feature<\/p>"},"ratings":[],"assets_icons":{"icon-128x128.png":{"filename":"icon-128x128.png","revision":3306653,"resolution":"128x128","location":"assets","locale":""},"icon-256x256.png":{"filename":"icon-256x256.png","revision":3306653,"resolution":"256x256","location":"assets","locale":""},"icon.svg":{"filename":"icon.svg","revision":3306653,"resolution":false,"location":"assets","locale":false}},"assets_banners":{"banner-1544x500-es_ES.png":{"filename":"banner-1544x500-es_ES.png","revision":3329543,"resolution":"1544x500","location":"assets","locale":"es_ES"},"banner-1544x500.png":{"filename":"banner-1544x500.png","revision":3329543,"resolution":"1544x500","location":"assets","locale":""},"banner-772x250-es_ES.png":{"filename":"banner-772x250-es_ES.png","revision":3329543,"resolution":"772x250","location":"assets","locale":"es_ES"},"banner-772x250.png":{"filename":"banner-772x250.png","revision":3329543,"resolution":"772x250","location":"assets","locale":""}},"assets_blueprints":{},"all_blocks":[],"tagged_versions":["5.2.0","5.3.0","5.4.0","5.4.1","5.4.2","5.4.3","5.5.0","5.5.2","5.5.3","5.5.4","5.5.5","5.5.7","5.5.8","5.5.9","5.6.0"],"block_files":[],"assets_screenshots":{"screenshot-1.png":{"filename":"screenshot-1.png","revision":3303094,"resolution":"1","location":"assets","locale":""},"screenshot-10.png":{"filename":"screenshot-10.png","revision":3319789,"resolution":"10","location":"assets","locale":""},"screenshot-2.png":{"filename":"screenshot-2.png","revision":3303094,"resolution":"2","location":"assets","locale":""},"screenshot-3.png":{"filename":"screenshot-3.png","revision":3303094,"resolution":"3","location":"assets","locale":""},"screenshot-4.png":{"filename":"screenshot-4.png","revision":3319789,"resolution":"4","location":"assets","locale":""},"screenshot-5.png":{"filename":"screenshot-5.png","revision":3319789,"resolution":"5","location":"assets","locale":""},"screenshot-6.png":{"filename":"screenshot-6.png","revision":3319789,"resolution":"6","location":"assets","locale":""},"screenshot-7.png":{"filename":"screenshot-7.png","revision":3319789,"resolution":"7","location":"assets","locale":""},"screenshot-8.png":{"filename":"screenshot-8.png","revision":3319789,"resolution":"8","location":"assets","locale":""},"screenshot-9.png":{"filename":"screenshot-9.png","revision":3319789,"resolution":"9","location":"assets","locale":""}},"screenshots":{"1":"Dashboard Overview<\/strong>: A dashboard with a summary of machine learning tools.","2":"Chatbot Integration<\/strong>: A customizable chatbot embedded on your site.","3":"Semantic Search Queue<\/strong>: Manage the list of items that make up the chatbot's knowledge base in the admin panel.","4":"Single Semantic Search Item Management<\/strong>: Manage individual chatbot knowledge items in the admin panel. You can edit, lock, or attach documents (PDF, DOC, or text files) to each item.","5":"Machine Learning Widgets<\/strong>: Add predictive analytics to your dashboard.","6":"Sentiment Analysis<\/strong>: Analyze user sentiment using AI-powered tools.","7":"Spam Analysis<\/strong>: Detect and classify spam content with machine learning.","8":"SmartPricing AI Queue<\/strong>: View AI-powered price predictions and trigger training or prediction runs on demand \u2014 all from a centralized dashboard.","9":"Price Suggestion in Product Edit<\/strong>: Get in-context price recommendations directly within the WooCommerce product editor.","10":"SmartPricing AI Settings<\/strong>: Enable automatic price updates, set system-wide auto-replacement of prices, and configure minimum\/maximum profit margins."},"jetpack_post_was_ever_published":false},"plugin_section":[],"plugin_tags":[2353,2364,216196,5740,600],"plugin_category":[],"plugin_contributors":[243063],"plugin_business_model":[],"class_list":["post-232469","plugin","type-plugin","status-publish","hentry","plugin_tags-ai","plugin_tags-chatbot","plugin_tags-chatgpt","plugin_tags-machine-learning","plugin_tags-security","plugin_contributors-visualwebs","plugin_committers-visualwebs"],"banners":{"banner":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/banner-772x250.png?rev=3329543","banner_2x":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/banner-1544x500.png?rev=3329543","banner_rtl":false,"banner_2x_rtl":false},"icons":{"svg":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/icon.svg?rev=3306653","icon":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/icon.svg?rev=3306653","icon_2x":false,"generated":false},"screenshots":[{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-1.png?rev=3303094","caption":"Dashboard Overview<\/strong>: A dashboard with a summary of machine learning tools."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-2.png?rev=3303094","caption":"Chatbot Integration<\/strong>: A customizable chatbot embedded on your site."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-3.png?rev=3303094","caption":"Semantic Search Queue<\/strong>: Manage the list of items that make up the chatbot's knowledge base in the admin panel."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-4.png?rev=3319789","caption":"Single Semantic Search Item Management<\/strong>: Manage individual chatbot knowledge items in the admin panel. You can edit, lock, or attach documents (PDF, DOC, or text files) to each item."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-5.png?rev=3319789","caption":"Machine Learning Widgets<\/strong>: Add predictive analytics to your dashboard."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-6.png?rev=3319789","caption":"Sentiment Analysis<\/strong>: Analyze user sentiment using AI-powered tools."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-7.png?rev=3319789","caption":"Spam Analysis<\/strong>: Detect and classify spam content with machine learning."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-8.png?rev=3319789","caption":"SmartPricing AI Queue<\/strong>: View AI-powered price predictions and trigger training or prediction runs on demand \u2014 all from a centralized dashboard."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-9.png?rev=3319789","caption":"Price Suggestion in Product Edit<\/strong>: Get in-context price recommendations directly within the WooCommerce product editor."},{"src":"https:\/\/ps.w.org\/visualwebs-ml\/assets\/screenshot-10.png?rev=3319789","caption":"SmartPricing AI Settings<\/strong>: Enable automatic price updates, set system-wide auto-replacement of prices, and configure minimum\/maximum profit margins."}],"raw_content":"\n [youtube https:\/\/www.youtube.com\/watch?v=AW9T3xyi9hU]\nThe Visualwebs AI Cloud Suite plugin brings powerful AI capabilities to your WordPress site. It includes features like:\n- Chatbot Integration<\/strong>: Embed a customizable chatbot powered by AI.\n- Semantic Search<\/strong>: Enhance search functionality with semantic understanding.\n- Machine Learning Widgets<\/strong>: Add predictive analytics and other AI-driven widgets to your site.\n- New! SmartPricing AI<\/strong>: Added AI-powered dynamic pricing to help you set the best product sale price and maximize WooCommerce profits.\n- WooCommerce Support<\/strong>: Seamlessly integrates with WooCommerce for product-related AI features.\n- Enterprise Security<\/strong>: Private REST API endpoints with X-Store-API-Key authentication protect your store data from unauthorized access.<\/p>\n\n Dependencies<\/strong>:\n- Requires the Redux Framework<\/strong> plugin for managing settings.\n- Requires the WooCommerce<\/strong> plugin for e-commerce-related AI features.<\/p>\n\n This plugin is ideal for e-commerce, blogs, and any site looking to leverage AI for better user engagement and insights.<\/p>\n\n The plugin includes comprehensive WP-CLI support for automated feed generation. These commands are perfect for integrating into deployment scripts, cron jobs, or CI\/CD pipelines.<\/p>\n\n Available Commands:<\/strong><\/p>\n\n Generates the product catalog feed (product_feed.json) containing all WooCommerce products with full details including images, prices, categories, and attributes. This feed is used by the AI semantic search and chatbot features.<\/p>\n\n Generates the page and post content feed (page_feed.json) containing all published pages and posts. This feed enables the chatbot to answer questions about your site's content.<\/p>\n\n Generates the sales data feed (sales_feed.json) containing historical order information aggregated by date. This feed powers the SmartPricing AI training and prediction models.<\/p>\n\n Generates the insights dashboard feed (insights_feed.json) containing sales statistics, revenue data, top products, and other KPIs. This feed powers the SaaS dashboard widgets.<\/p>\n\n Generates all four feeds in sequence. This is the recommended command for scheduled tasks or when you need to refresh all data at once.<\/p>\n\n Usage Examples:<\/strong><\/p>\n\n wp visualwebs-ml generate-product-feed<\/p>\n\nGenerate all feeds at once\n\n wp visualwebs-ml generate-all-feeds<\/p>\n\nSchedule via cron (example: every 6 hours)\n\n 0 *\/6 * * * \/usr\/local\/bin\/wp visualwebs-ml generate-all-feeds --path=\/var\/www\/html<\/p>\n\nUse in deployment scripts\n\n cd \/var\/www\/html && wp visualwebs-ml generate-product-feed<\/p>\n\nRemote execution (if using wp-cli remotely)\n\n wp @production visualwebs-ml generate-all-feeds\n `<\/p>\n\n Integration with Cron:<\/strong><\/p>\n\n Feeds are automatically generated via WordPress cron:\n- Product feed: Hourly (keeps semantic search up-to-date)\n- Page feed: Daily at 2:00 AM\n- Sales feed: Daily at 3:00 AM You can disable WordPress cron ( Security Note:<\/strong><\/p>\n\n All generated feeds are stored locally in You can try Visualwebs AI Cloud Suite for free before subscribing. We offer an online demo for all platforms on our product page. Please visit this link<\/a><\/p>\n\n Yes, the plugin integrates seamlessly with WooCommerce, providing AI-powered features for products and categories.<\/p>\n\n You can manage the semantic search queue under AI Cloud Suite > Semantic Queue<\/strong> in the WordPress admin panel.<\/p>\n\n Yes, there are REST API endpoints for the same AI-related operations the plugin offers. Refer to the documentation here<\/a><\/p>\n\n The Integration Token is a secure authentication mechanism that allows the SaaS platform to send SmartPricing AI predictions to your WordPress store. To use it:\n1. Go to AI Cloud Suite > Integration Token<\/strong> in WordPress admin\n2. Click Generate New Token<\/strong> to create a secure token\n3. Copy the generated token\n4. Paste it in your SaaS Dashboard under Store Settings > WordPress Integration Token<\/strong><\/p>\n\n This is similar to how Magento handles integration credentials. The token is separate from your API Key - the API Key is used for WordPress-to-SaaS communication (feeds, chatbot), while the Integration Token is used for SaaS-to-WordPress communication (price predictions).<\/p>\n\n You can generate feeds in three ways:\n1. Admin Interface<\/strong>: Go to AI Cloud Suite > Feed Generation<\/strong> and click the buttons to generate individual feeds or all feeds at once.\n2. WP-CLI Commands<\/strong>: Use command-line interface for automation (see \"WP-CLI Commands\" section for detailed documentation):\n - Feeds are available through authenticated REST API endpoints:\n- Security:<\/strong> All endpoints require the Yes. All feed REST API endpoints are completely private and require authentication via the The feeds are only accessible to authenticated SaaS platform requests, ensuring your store data remains confidential.<\/p>\n\n This plugin is licensed under the GPLv2 or later. See the GNU General Public License<\/a> for details.<\/p>\n\n Documentation<\/a><\/p>\n\n\n Yes, the Redux Framework plugin is required for managing the plugin's settings. If it is not installed, the plugin will prompt you to install it.<\/p><\/dd>\n The extension can be installed for free but to enable its features needs a subscription to our service here<\/a>. A free trial is available. Please read the full installation documentation here<\/a>.<\/p>\n\nFeatures<\/h3>\n\n
\n
WP-CLI Commands<\/h3>\n\n
wp visualwebs-ml generate-product-feed\n<\/code><\/pre>\n\nwp visualwebs-ml generate-page-feed\n<\/code><\/pre>\n\nwp visualwebs-ml generate-sales-feed\n<\/code><\/pre>\n\nwp visualwebs-ml generate-insights-feed\n<\/code><\/pre>\n\nwp visualwebs-ml generate-all-feeds\n<\/code><\/pre>\n\n`bash\n<\/code><\/pre>\n\nGenerate a single feed\n\n
\n- Insights feed: Daily at 3:00 AM<\/p>\n\nDISABLE_WP_CRON<\/code>) and use WP-CLI commands with system cron for better reliability and performance in production environments.<\/p>\n\nwp-content\/visualwebs-ml-private\/<\/code> directory (.htaccess protected) and are only accessible via authenticated REST API endpoints. The feeds are NOT publicly accessible - they require a valid X-Store-API-Key header to prevent unauthorized data discovery, scraping, or exposure of sensitive business information.<\/p>\n\nTrial<\/h3>\n\n
\nGet your trial here<\/a><\/p>\n\nDemo<\/h3>\n\n
Does this plugin work with WooCommerce?<\/h4>\n\n
How do I manage the semantic search queue?<\/h4>\n\n
Are there any web API endpoints available to build a custom app?<\/h4>\n\n
What is the Integration Token and how do I use it?<\/h4>\n\n
How do I generate feeds manually?<\/h4>\n\n
wp visualwebs-ml generate-product-feed<\/code> - Generate product feed\n - wp visualwebs-ml generate-page-feed<\/code> - Generate page\/content feed\n - wp visualwebs-ml generate-sales-feed<\/code> - Generate sales data feed\n - wp visualwebs-ml generate-insights-feed<\/code> - Generate insights feed\n - wp visualwebs-ml generate-all-feeds<\/code> - Generate all feeds at once\n3. Automated Cron Jobs<\/strong>: Feeds are generated automatically (products hourly, others daily at 2-3 AM).<\/p>\n\nHow do I access feed data via REST API?<\/h4>\n\n
\/wp-json\/visualwebs-ml\/v1\/feed\/products<\/code> - Product catalog feed\n- \/wp-json\/visualwebs-ml\/v1\/feed\/pages<\/code> - Pages and posts feed\n- \/wp-json\/visualwebs-ml\/v1\/feed\/sales<\/code> - Sales data feed (for SmartPricing AI)\n- \/wp-json\/visualwebs-ml\/v1\/feed\/insights<\/code> - Dashboard insights feed<\/p>\n\nX-Store-API-Key<\/code> header for authentication. You can find your API key in AI Cloud Suite > Settings<\/strong>. Without a valid API key, access is denied with a 401 Unauthorized response. This prevents unauthorized data discovery and protects sensitive store information.<\/p>\n\nAre the feed endpoints secure?<\/h4>\n\n
X-Store-API-Key<\/code> header. This is a critical security feature that prevents:\n- Unauthorized access to product catalogs and pricing information\n- Scraping of customer order data and sales statistics\n- Discovery of site content and page structure\n- Exposure of business insights and KPI data<\/p>\n\nLicense<\/h3>\n\n
Documentation<\/h3>\n\n
\n
visualwebs-ml<\/code> folder to the \/wp-content\/plugins\/<\/code> directory.<\/li>\n\n
Do I need the Redux Framework plugin?<\/h3><\/dt>\n
Is it free?<\/h3><\/dt>\n