Title: ChoiceMate AI Product Finder
Author: velocityplugins
Published: <strong>October 6, 2025</strong>
Last modified: October 9, 2025

---

Search plugins

![](https://ps.w.org/choicemate-ai-product-finder/assets/banner-772x250.png?rev=
3373577)

This plugin **hasn’t been tested with the latest 3 major releases of WordPress**.
It may no longer be maintained or supported and may have compatibility issues when
used with more recent versions of WordPress.

![](https://ps.w.org/choicemate-ai-product-finder/assets/icon-256x256.png?rev=3373577)

# ChoiceMate AI Product Finder

 By [velocityplugins](https://profiles.wordpress.org/velocityplugins/)

[Download](https://downloads.wordpress.org/plugin/choicemate-ai-product-finder.1.1.0.zip)

 * [Details](https://wordpress.org/plugins/choicemate-ai-product-finder/#description)
 * [Reviews](https://wordpress.org/plugins/choicemate-ai-product-finder/#reviews)
 *  [Installation](https://wordpress.org/plugins/choicemate-ai-product-finder/#installation)
 * [Development](https://wordpress.org/plugins/choicemate-ai-product-finder/#developers)

 [Support](https://wordpress.org/support/plugin/choicemate-ai-product-finder/)

## Description

**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

## Screenshots

[⌊The AI-generated results⌉⌊The AI-generated results⌉[

The AI-generated results

[⌊Question flow management interface⌉⌊Question flow management interface⌉[

Question flow management interface

[⌊AI-generated question tree for a product category⌉⌊AI-generated question tree 
for a product category⌉[

AI-generated question tree for a product category

[⌊Customer-facing product finder widget⌉⌊Customer-facing product finder widget⌉[

Customer-facing product finder widget

## Installation

 1. Upload the plugin files to the `/wp-content/plugins/choicemate-ai-product-finder`
    directory, or install the plugin through the WordPress plugins screen directly.
 2. Activate the plugin through the ‘Plugins’ screen in WordPress
 3. Go to AI Product Finder > Settings to configure your OpenAI API key
 4. Create question flows for your product categories
 5. Customize the appearance and text to match your brand

## FAQ

### Do I need an OpenAI API key?

Yes, you need an OpenAI API key to use the AI features. You can get one at platform.
openai.com. The plugin will guide you through the setup process.

### Will this work with my existing WooCommerce theme?

Yes, ChoiceMate AI is designed to work with any WooCommerce-compatible theme. The
interface is fully responsive and customizable.

### Can I customize the questions and appearance?

Absolutely! You can customize all text, colors, and styling. The AI generates smart
questions, but you can also edit them manually.

### Does this affect my site’s performance?

No, the plugin is optimized for performance. AI processing happens via API calls,
and the interface is lightweight and fast.

## Reviews

There are no reviews for this plugin.

## Contributors & Developers

“ChoiceMate AI Product Finder” is open source software. The following people have
contributed to this plugin.

Contributors

 *   [ velocityplugins ](https://profiles.wordpress.org/velocityplugins/)

[Translate “ChoiceMate AI Product Finder” into your language.](https://translate.wordpress.org/projects/wp-plugins/choicemate-ai-product-finder)

### Interested in development?

[Browse the code](https://plugins.trac.wordpress.org/browser/choicemate-ai-product-finder/),
check out the [SVN repository](https://plugins.svn.wordpress.org/choicemate-ai-product-finder/),
or subscribe to the [development log](https://plugins.trac.wordpress.org/log/choicemate-ai-product-finder/)
by [RSS](https://plugins.trac.wordpress.org/log/choicemate-ai-product-finder/?limit=100&mode=stop_on_copy&format=rss).

## Changelog

#### 1.1.0

 * NEW: Multi-language support with auto-detection and manual language selection(
   English, Dutch, German, French, Spanish)
 * NEW: Smart attribute detection system with AI-powered recognition of colors, 
   sizes, materials, brands, and styles
 * NEW: Content-based intelligence – works perfectly even without formal product
   attributes
 * NEW: Cross-language attribute matching (e.g., “blauw”  “blue”, “maat”  “size”)
 * NEW: Advanced content analysis extracts specifications from product descriptions
 * IMPROVED: Revolutionary matching algorithm with priority-based scoring and semantic
   understanding
 * IMPROVED: Dynamic question generation adapts to actual product data and complexity
 * IMPROVED: Localized interface elements and match reasons in selected language
 * IMPROVED: Enhanced admin interface with language settings and better organization
 * IMPROVED: Better performance and more accurate product recommendations

#### 1.0.4

 * Fixed: Test Connection button now reads API key from form instead of requiring
   save first
 * Fixed: Settings save issues in certain hosting environments with multiple fallback
   storage methods
 * Fixed: WordPress admin notices positioning – setup notice now appears at top 
   with proper priority
 * Improved: Enhanced error handling and user experience with better feedback messages
 * Improved: Better compliance with WordPress coding standards and security best
   practices
 * Improved: Robust settings storage with multiple fallback methods for challenging
   hosting environments

#### 1.0.3

 * Initial stable release with core functionality
 * AI-powered question generation for product categories
 * Intelligent product matching and recommendations
 * Customizable interface and text options
 * Analytics and conversion tracking
 * WooCommerce integration and compatibility

## Meta

 *  Version **1.1.0**
 *  Last updated **10 months ago**
 *  Active installations **Fewer than 10**
 *  WordPress version ** 6.0 or higher **
 *  Tested up to **6.7.5**
 *  PHP version ** 8.0 or higher **
 * Tags
 * [AI](https://wordpress.org/plugins/tags/ai/)[openai](https://wordpress.org/plugins/tags/openai/)
   [product-finder](https://wordpress.org/plugins/tags/product-finder/)[recommendations](https://wordpress.org/plugins/tags/recommendations/)
   [woocommerce](https://wordpress.org/plugins/tags/woocommerce/)
 *  [Advanced View](https://wordpress.org/plugins/choicemate-ai-product-finder/advanced/)

## Ratings

No reviews have been submitted yet.

[Your review](https://wordpress.org/support/plugin/choicemate-ai-product-finder/reviews/#new-post)

[See all reviews](https://wordpress.org/support/plugin/choicemate-ai-product-finder/reviews/)

## Contributors

 *   [ velocityplugins ](https://profiles.wordpress.org/velocityplugins/)

## Support

Got something to say? Need help?

 [View support forum](https://wordpress.org/support/plugin/choicemate-ai-product-finder/)