{"id":549108,"date":"2026-07-15T08:04:35","date_gmt":"2026-07-15T08:04:35","guid":{"rendered":"https:\/\/webkul.com\/blog\/?p=549108"},"modified":"2026-07-15T08:04:42","modified_gmt":"2026-07-15T08:04:42","slug":"how-to-build-woocommerce-ai-connector","status":"publish","type":"post","link":"https:\/\/webkul.com\/blog\/how-to-build-woocommerce-ai-connector\/","title":{"rendered":"How to Harness Core AI Connectors for WooCommerce Products?"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">1. Overview: WooCommerce AI connector<\/h2>\n\n\n\n<p>WooCommerce AI connector utilizes the WordPress Core AI Connector, which allows sites to connect to providers such as OpenAI, Anthropic, and Google through a single configuration page under <strong>Settings<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/connectors-1200x630.webp\" alt=\"AI Models connector screen to use in WooCommerce AI Connector\" class=\"wp-image-549115\" title=\"WooCommerce AI Connector\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/connectors-1200x630.webp 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/connectors-300x157.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/connectors-250x131.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/connectors-768x403.webp 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/connectors-1536x806.webp 1536w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/connectors.webp 1841w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><figcaption class=\"wp-element-caption\"><br>We use these AI models to develop and maintain our <strong>WooCommerce Addons<\/strong>, helping us deliver intelligent features while keeping the integration simple and consistent.<\/figcaption><\/figure>\n\n\n\n<p>We are utilizing the AI models in developing and maintaining our <a href=\"https:\/\/store.webkul.com\/woocommerce-plugins.html\">WooCommerce Addons.<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. Introduction<\/h2>\n\n\n\n<p>This article explains how we can build a WooCommerce AI Connector using Core AI Plugins. Also explains registering AI abilities to communicate with the AI provider and generate images for products.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"750\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/title-buttons-1200x750.webp\" alt=\"WooCommerce AI Connector Showing Generate with AI buttons\" class=\"wp-image-549112\" title=\"WooCommerce AI Connector\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/title-buttons-1200x750.webp 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/title-buttons-300x188.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/title-buttons-250x156.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/title-buttons-768x480.webp 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/title-buttons.webp 1440w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. Abilities, Not Direct API Calls for WooCommerce AI Connector<\/h2>\n\n\n\n<p>The AI Connector plugin is designed to prevent plugins from calling OpenAI, Anthropic, or other AI provider SDKs directly. Instead, you register an Ability class that defines the requirements.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">public function register_abilities() {\nrequire_once WCAI_PLUGIN_DIR . &#039;\/includes\/Abilities\/class-wkwc-ai-product-title-\ngeneration.php&#039;;\nwp_register_ability(\n&#039;woocommerce-ai-connector\/product-title-generation&#039;,\narray(\n&#039;label&#039;=&gt; esc_html__( &#039;Generate Product Title&#039;, &#039;wc-ai-connector&#039;\n&#039;description&#039;=&gt; esc_html__( &#039;Generates a WooCommerce product title from\n),\nproduct data.&#039;, &#039;wc-ai-connector&#039; ),\n&#039;ability_class&#039; =&gt; WKWC_AI_Product_Title_Generation::class,\n)\n);\n}<\/pre>\n\n\n\n<p>Once registered, WordPress automatically exposes the ability through a standard REST API endpoint. This single registration creates the endpoint:<\/p>\n\n\n\n<p><code>POST \/wp-json\/wp-abilities\/v1\/abilities\/woocommerce-ai-connector\/product-title-generation\/run<\/code><\/p>\n\n\n\n<p>Each feature follows the same pattern. Four abilities power four <strong>&#8220;Generate with AI&#8221;<\/strong> buttons while sharing a common REST API structure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. Understanding an Ability<\/h2>\n\n\n\n<p>Every ability extends the <code>Abstract_Ability<\/code> class provided by the AI Connector plugin and implements three core methods:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>input_schema()<\/code> \u2013 Defines the required input parameters.<\/li>\n\n\n\n<li><code>permission_callback()<\/code> \u2013 Verifies whether the current user can execute the ability.<\/li>\n\n\n\n<li><code>execute_callback()<\/code> \u2013 Performs the requested action and returns the generated result.<\/li>\n<\/ul>\n\n\n\n<p>The product title generation ability is the simplest example and demonstrates the complete implementation from start to finish.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">protected function execute_callback( $input ) {\n    $product_id     = absint( $input&#091;&#039;product_id&#039;] );\n    $prompt_content = wkwc_ai_get_product_context( $product_id, $context );\n\n    $prompt_builder = $this-&gt;get_prompt_builder( $prompt_content );\n    $result         = $prompt_builder-&gt;generate_text();\n\n    if ( is_wp_error( $result ) ) {\n        return $result;\n    }\n\n    $result = wkwc_ai_strip_restricted_keywords( $result, wkwc_ai_get_restricted_keywords() );\n\n    return wkwc_ai_sanitize_generated_title( $result, wkwc_ai_get_settings()&#091;&#039;title_max_length&#039;] );\n}<\/pre>\n\n\n\n<p>Before generating the title, <code>wkwc_ai_get_product_context()<\/code> collects product information like the category, attrs, price, etc. Then <code>get_prompt_builder()<\/code> combines them to create the final prompt.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. Image Generation: Same Workflow, Different Output<\/h2>\n\n\n\n<p>The image generation ability follows the same workflow as the text generation abilities. However, instead of calling the <code>generate_text()<\/code><em>,<\/em> it uses <code>generate_image_result()<\/code> to generate an image.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">$result      = $prompt_builder-&gt;generate_image_result();\n$base64_data = $result-&gt;toImageFile()-&gt;getBase64Data();\n\n$attachment_id = $this-&gt;sideload_generated_image(\n    $base64_data, $settings&#091;&#039;image_format&#039;], $product_id\n);\n\n$validated = wkwc_ai_validate_generated_image(\n    $attachment_id, array( $settings&#091;&#039;image_format&#039;] ), $settings&#091;&#039;image_max_size_kb&#039;]\n);\n\n$product = wc_get_product( $product_id );\n$product-&gt;set_image_id( $attachment_id );\n$product-&gt;save();<\/pre>\n\n\n\n<p>The <code>sideload_generated_image()<\/code> method decodes the Base64 image, saves it as a temporary file using <code>wp_tempnam()<\/code>, and imports it into the WordPress Media Library with <code>media_handle_sideload()<\/code>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6. Wiring the &#8220;Generate with AI&#8221; Buttons<\/h2>\n\n\n\n<p>All <strong>&#8220;Generate with AI&#8221;<\/strong> buttons use a shared <code>runAbility()<\/code> helper defined in <code>product-ai-buttons.js<\/code>. This helper sends a <code>POST<\/code> request to the ability&#8217;s REST endpoint using <code>wp.apiFetch()<\/code>.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">function runAbility( abilityName, input ) {\n    return wp.apiFetch( {\n        path: &#039;\/wp-abilities\/v1\/abilities\/&#039; + abilityName + &#039;\/run&#039;,\n        method: &#039;POST&#039;,\n        data: { input: input },\n    } );\n}<\/pre>\n\n\n\n<p>The title and short-description buttons write straight into their fields. The description button also reads the in-progress title and short description off the page and sends them along as context.<\/p>\n\n\n\n<p>So the generated description stays consistent with whatever the merchant just typed above it \u2014 even before hitting Update. The image button just swaps the featured-image thumbnail in place.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7. WooCommerce AI Connector: An Admin Settings Tab, Not Hardcoded Limits<\/h2>\n\n\n\n<p>Configure the title length, description length, restricted keywords, image format, aspect ratio, and maximum file size from <strong>WooCommerce Settings \u2192 AI Connector<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"846\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/screenshot-settings-page-1200x846.webp\" alt=\"Admin settings page for AI product description generator for WooCommerce\" class=\"wp-image-549125\" title=\"WooCommerce AI Connector\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/screenshot-settings-page-1200x846.webp 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/screenshot-settings-page-300x212.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/screenshot-settings-page-250x176.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/screenshot-settings-page-768x542.webp 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/07\/screenshot-settings-page.webp 1425w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>WooCommerce AI Connector provides four AI-powered capabilities via a shared REST API without introducing new API keys. It focuses on prompt generation, output sanitization, and UI integration.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Support<\/h2>\n\n\n\n<p>For any technical assistance, please&nbsp;<a href=\"https:\/\/webkul.uvdesk.com\/en\/customer\/create-ticket\/\">raise a ticket<\/a>&nbsp;or reach us by email at&nbsp;support@webkul.com<\/p>\n\n\n\n<p>Also, you may <a href=\"https:\/\/webkul.com\/hire-woocommerce-developers\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hire WooCommerce Developers<\/a> for your custom project development.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn how to build a WooCommerce AI Connector using the WordPress AI Abilities API. Register AI abilities, generate product content, and integrate AI features into WooCommerce.<\/p>\n","protected":false},"author":498,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1773,7966,16203,1260],"tags":[13608,14142,13507,5843],"class_list":["post-549108","post","type-post","status-publish","format-standard","hentry","category-woocommerce","category-wordpress-woocommerce","category-woocommerce-ai","category-wordpress","tag-ai","tag-ai-and-data","tag-ai-models","tag-connectors"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>WooCommerce AI Connector<\/title>\n<meta name=\"description\" content=\"WooCommerce AI Connector adds a &quot;Generate with AI&quot; button next to every product title, description, and featured image.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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