ChoiceMate AI Product Finder
Transform your WooCommerce store into an intelligent shopping assistant that understands your customers in any language. ChoiceMate AI Product Finder is the most advanced product recommendation system for WooCommerce. Unlike traditional filters, our AI actually understands your products and customers – even when product attributes are missing or incomplete. Whether your customer searches in English, Dutch, German, French, or Spanish, our AI creates the perfect match. 🧠 Works Without Product Attributes Most stores have incomplete product data. ChoiceMate AI solves this by analyzing product descriptions, extracting specifications, and understanding context. No more “no results found” – our AI finds matches even when formal attributes don’t exist. 🌍 True Multi-Language Intelligence Your international customers can interact in their native language. The AI automatically translates between “blauw” and “blue”, “maat” and “size”, creating seamless experiences for global audiences. 🎯 Smarter Than Traditional Filters Instead of overwhelming customers with dozens of filter options, ChoiceMate asks 3-5 intelligent questions and delivers personalized recommendations. The result? Higher conversion rates and happier customers. Perfect for: – Stores with incomplete product attributes – International/multi-language stores – Complex product catalogs (fashion, electronics, sports equipment) – Stores wanting to reduce cart abandonment – Businesses focused on customer experience Key Features Multi-Language Intelligence – Auto-detects language or manual selection (English, Dutch, German, French, Spanish) Smart Attribute Detection – AI recognizes colors, sizes, materials, brands from any language or format Content-Based Matching – Works perfectly even without formal product attributes by analyzing descriptions AI-Powered Question Generation – Automatically creates smart question flows based on actual product data Advanced Product Matching – Revolutionary algorithm with semantic understanding and priority-based scoring Cross-Language Support – Matches “blauw” to “blue”, “maat” to “size” automatically Seamless WooCommerce Integration – Works perfectly with your existing WooCommerce store Customizable Interface – Fully customizable text and styling options with localization Analytics & Insights – Track customer interactions and conversion data Mobile Responsive – Optimized for all devices and screen sizes How It Works 🔍 Intelligent Product Analysis Our AI scans your entire catalog – not just attributes, but product names, descriptions, and content. It understands materials, features, dimensions, and specifications even when they’re not in formal attribute fields. ❓ Smart Question Generation Based on your actual products, the AI creates 3-5 targeted questions. Complex categories get more questions, simple ones get fewer. Questions adapt to available product data and customer language. 🎯 Advanced Matching Algorithm When customers answer, our AI uses semantic understanding and priority-based scoring. It knows that “L” is a size, “cotton” is a material, and “sport” relates to athletic use – regardless of language. 📊 Continuous Learning The system tracks what works and improves recommendations over time. Analytics show you exactly how customers interact and what drives conversions. Real Example: Customer searches for “comfortable blue shirt, size M” in Dutch → AI understands “comfortabel blauw shirt, maat M” → Matches products with blue color attribute, M size, and “comfortable” in descriptions → Perfect recommendations every time. Why Choose ChoiceMate AI? 🚀 Works With Incomplete Data Unlike other plugins that require perfect product attributes, ChoiceMate AI works with what you have. Missing size attributes? No problem – it reads them from descriptions. 🌍 True Internationalization Not just translated text, but actual language understanding. Your Dutch customers can find products even when your attributes are in English. ⚡ Instant Setup No complex configuration or data cleanup required. Install, add your OpenAI key, and start getting better recommendations immediately. 📈 Proven Results Stores using ChoiceMate AI report 25-40% higher conversion rates and significantly reduced cart abandonment. Requirements WooCommerce 7.0.0 or higher OpenAI API key (get one at platform.openai.com) PHP 8.0 or higher WordPress 6.0 or higher
Top keywords
- product15×2.58%
- ai14×2.41%
- attributes9×1.55%
- customers8×1.38%
- language7×1.20%
- works7×1.20%
- choicemate6×1.03%
- data6×1.03%
- size6×1.03%
- choicemate ai5×0.86%
- customer5×0.86%
- descriptions5×0.86%
Enable Abilities for MCP
Enable Abilities for MCP gives you full control over which WordPress Abilities are available to AI assistants through the MCP (Model Context Protocol) Adapter. WordPress 6.9 introduced the Abilities API, allowing external tools to discover and execute actions on your site. This plugin extends that functionality by registering a comprehensive set of content management abilities and providing a simple admin interface to toggle each one on or off. Connect from claude.ai with just a URL Since version 2.1 the plugin ships an embedded OAuth 2.1 server built for claude.ai custom connectors. Add your site in claude.ai → Settings → Connectors, log in with your WordPress user, approve the consent screen — connected. No Client ID, no Application Password, no local configuration. Works from the claude.ai web app, mobile apps, and Claude Desktop Each team member authenticates with their own WordPress account and role — a subscriber can never do what only an editor should Every ability execution lands in the activity log under the real user’s name Works on single sites, subdirectory installs, and multisite networks (network-activate so the main site serves the OAuth discovery documents for every subsite) Prefer tokens? Application Passwords (per-user) and a single-admin Bearer token connect Claude Desktop / Claude Code, OpenAI Codex CLI, and Google Antigravity — the Connection tab generates ready-to-paste configuration for each client, and fills in your credentials automatically. Features 102 abilities organized in 21 categories: Core, Read, Write, SEO (Rank Math), SEO (SEOPress), SEO (Yoast), Navigation Menus, Utility, Multilanguage, Custom Post Types, WooCommerce, The Events Calendar, Code Snippets, JetEngine Options Pages, JetEngine Query Builder, Elementor, LearnDash, Tutor LMS, AI Agent Readiness (llms.txt), FSE Block Templates, and Accessibility (WCAG) WooCommerce integration — dedicated abilities to manage products, orders, and customers using the native WooCommerce API (HPOS-compatible, formally declared) The Events Calendar integration — list, get, create, and update events with venue, organizer, and date filters claude.ai OAuth custom connector — connect from claude.ai (web, mobile, or desktop) with zero local setup: an embedded OAuth 2.1 server with Client ID Metadata Document (CIMD) support lets each user log in with their own WordPress account and role Admin dashboard with toggle switches for each ability Per-ability control — expose only what you need Third-party ability control — abilities registered by other MCP-ready plugins (e.g. Fluent Forms) appear in the same dashboard, grouped by plugin, with the same per-ability toggles; disabling one removes it from every MCP server on the site Secure by design — proper capability checks, input sanitization, and per-post permission validation WPCS compliant — fully passes WordPress Coding Standards (phpcs) MCP-ready — all abilities include show_in_rest and mcp.public metadata Available Abilities Read (safe, query-only): Get posts with filters (status, category, tag, search) Get single post details (content, SEO meta, featured image) Get categories, tags, pages, comments, media, and users Write (create & modify): Create, update, and delete posts Create categories and tags Create pages Moderate comments Reply to comments as the authenticated user Upload images from external URLs to the media library (with optional auto-assign as featured image) Duplicate any post, page, or custom post type item — including all post meta (ACF, SEO, featured image) and taxonomy terms; saved as a draft by default Assign a custom taxonomy’s terms to a post or page (e.g. a taxonomy registered by a companion plugin) SEO — Rank Math: Get full Rank Math metadata for any post/page (title, description, keywords, robots, Open Graph, SEO score) Update Rank Math metadata: SEO title, description, focus keyword, canonical URL, robots, Open Graph, primary category, pillar content SEO — SEOPress: Get full SEOPress metadata for any post/page (title, description, focus keyword, robots, canonical, Open Graph, Twitter Card) Update SEOPress metadata: SEO title, description, focus keyword, canonical URL, robots directives, Open Graph, Twitter Card SEO — Yoast SEO: Get full Yoast SEO metadata for any post/page (title, description, focus keyphrase, canonical, robots, Open Graph, Twitter Card) Update Yoast SEO metadata: SEO title, description, focus keyphrase, canonical URL, robots (noindex, nofollow, advanced), Open Graph, Twitter Card Get Yoast sitemap index — fetch and parse the sitemap index, returning all registered sitemap URLs with last modification date Custom Post Types: List all registered custom post types with configuration and taxonomies Get items from any CPT with filtering, search, and taxonomy queries Get full details of a CPT item including all meta fields (WooCommerce, ACF, JetEngine, etc.) Create, update, and delete CPT items with taxonomy and meta field support Get CPT taxonomies with their terms Assign taxonomy terms to CPT items Read term meta by exact key, or all meta for a term Write a term meta field by exact key Update a term’s core fields: name, slug, description, or parent WooCommerce: List products with price, SKU, stock status, categories, and type Get full product detail including gallery, attributes, and variations Update product price, sale price, stock quantity, and status List orders with customer, total, status, and date (HPOS-compatible) Get full order detail: line items, billing/shipping, totals, and notes Update order status with optional note List customers with email, name, total spent, and order count The Events Calendar: List events with start/end date, venue, organizer, and date range filter Get full event detail with resolved venue address and organizer contact Create new events with title, description, dates, venue, and organizer Update existing events Navigation Menus: List menus with item counts and theme locations, and get one menu’s full item hierarchy Create a new menu, and add pages, posts, categories, tags, or custom URLs as items (with parent and position) Update an item’s title, URL, parent, or position Remove an item, assign a menu to a theme location, or delete a menu entirely (opt-in — destructive) Tutor LMS: Read a lesson’s video source configuration (type, value, and runtime) Set a lesson’s video source (external URL, YouTube, Vimeo, HTML5, or a third-party source such as Bunny.net) using Tutor’s own storage function — avoids the string-only limitation of the generic Update Post Meta ability, which Tutor cannot read back List courses, and get a single course’s full detail with its topics/lessons hierarchy Get a user’s enrollment status and completion progress for a course Get a user’s quiz attempt results, optionally filtered to a single quiz Enroll a user in a course, and unenroll them (both opt-in, manage_options only) Multilanguage: Assign a language to an existing post via Polylang or WPML Link two posts as translations of each other in the same translation group Get the full translation map for a post: language, post ID, title, permalink, and status for each translation LearnDash: List courses with enrollment count, and get a single course’s full detail (lessons, topics, quizzes) Get a user’s enrollment status/progress and quiz results for a course Enroll or unenroll a user in a course (opt-in — write, manage_options) JetEngine Options Pages: List all registered Options Pages with their field schema Get all fields and current values for an Options Page by slug Update a single Options Page field, including repeater rows (opt-in — write) JetEngine Query Builder: List all Query Builder queries with id, name, and query type Get the full settings of one query by id Update an existing query’s name, type, or arguments — the missing counterpart to JetEngine’s own native “Add Query” MCP tool, which has no edit/get/list equivalent (opt-in — write) Elementor: Get a compact, read-only tree of an Elementor page/template (element ids, types, text preview) Update an Elementor element’s settings by id — single or batch edits (opt-in — write) Bind a widget setting to a dynamic tag: post title, or a JetEngine/meta field (opt-in — write) Code Snippets: Create a PHP code snippet via the Code Snippets plugin — always saved as inactive, activate manually from wp-admin. Validates PHP syntax and blocks dangerous functions (eval, exec, shell_exec, and more) AI Agent Readiness (llms.txt): Fetch and validate the site’s llms.txt against the llmstxt.org spec, with actionable issues Write llms.txt content — routes automatically to SEOPress Pro’s option when active, or serves it directly (opt-in — write) FSE Block Templates: List all wp_template and wp_template_part entries for the active theme, merging theme-file defaults with database overrides Get the full block markup for one template or template part by slug Write new block markup to a template or template part — creates a database override automatically when the target is still a theme default; rejects content with unbalanced block-comment delimiters (opt-in — write, edit_theme_options) Accessibility (WCAG): Scan the media library for images missing alt text (WCAG 1.1.1 Non-text Content), paginated Utility: Search and replace text in post content Site statistics overview (includes custom post type counts) Update any post meta field by exact key (with protected internal key blocklist) Requirements WordPress 6.9 or later (Abilities API) MCP Adapter plugin installed and configured PHP 8.0 or later