SparkPlugins

<h3>The last WooCommerce Product Recommendations plugin you'll ever need!</h3>
<p>Our SparkAIR Plugin for WooCommerce uses Artificial Intelligence to tailor product recommendations based on a user's purchases, product views and the actions of similar users, suggesting items they’re most likely to buy.</p>
<p><a href="https://sparkplugins.com/sparkair" rel="nofollow ugc">SparkAIR Website</a> | <a href="https://demo.sparkplugins.com/sparkair-demo" rel="nofollow ugc">Demo</a> | <a href="https://sparkplugins.com/support" rel="nofollow ugc">Support</a> | <a href="https://sparkplugins.com/documentation" rel="nofollow ugc">Documentation</a></p>
<h3>🤖 AI-driven Product Recommendations</h3>
<p>Be like Amazon, Netflix, and many more big companies. Use the preferences and behaviour of your visitors to recommend products to similar customers enhancing their experience.</p>
<h3>🛍️ Personalized Shopping Experience</h3>
<p>Showcase product recommendations dynamically based on visitor activity in your WooCommerce store. SparkAIR provides personalized shopping experiences by monitoring real-time data, from recently viewed items to past purchases and beyond.</p>
<h3>💰 Cross-selling and Upselling</h3>
<p>Increase your average order value by suggesting related products that complement the items in a customer's cart. SparkAIR helps you cross-sell and upsell more effectively, boosting your sales and revenue.</p>
<h3>📱 Responsive Design</h3>
<p>The plugin is fully responsive, including the admin area, ensuring a seamless browsing and managing experience across all devices and screen sizes.</p>
<h3>🏁 Next, Next, Finish</h3>
<p>Build up your recommendations with the helpful wizard, which guides you through the process of creating a new product promotion.</p>
<h3>📈 What about analytics?</h3>
<p>With SparkAIR, you have access to powerful analytics (PRO) that help you understand your customers' preferences and behaviors. This valuable data empowers you to refine your marketing strategies and product recommendations, turning more visitors into satisfied customers and boosting conversion rates.</p>
<h3>😎 Want even more features?</h3>
<p><strong><a href="https://www.sparkplugins.com/sparkair" rel="nofollow ugc">Get SparkAIR PRO</a>:</strong></p>
<ul>
<li>Train your tailored AI model weekly.</li>
<li>Unlimited number of AIR sections to be created.</li>
<li>Unlimited number of locations to show a product recommendation section.</li>
<li>Show a product recommendation carousel</li>
<li>Analytics on the performance of your AIR section(s)</li>
</ul>
<h3>Part of SparkWoo</h3>
<p><strong>SparkAIR</strong> seamlessly integrates with the entire SparkWoo suite, a collection of powerful product recommendation plugins like our <a href="https://wordpress.org/plugins/sparkrvp" rel="ugc">WooCommerce Recently Viewed Products</a> plugin. Together, these plugins create a unified base that enhances your webshop’s marketing capabilities. With seamless integration, you can leverage the full potential of the SparkWoo plugins, combining the features of different plugins to create a cohesive and effective product promotion strategy.</p>
<p>Below is the full list of plugins working seamlessly together:</p>
<ul>
<li><a href="https://wordpress.org/plugins/sparkrvp" rel="ugc">SparkRVP – WooCommerce Recently Viewed Products</a></li>
<li><a href="https://wordpress.org/plugins/sparkfbt" rel="ugc">SparkFBT – WooCommerce Frequently Bought Together</a></li>
<li><a href="https://wordpress.org/plugins/sparkfp" rel="ugc">SparkFP – WooCommerce Featured Products</a></li>
</ul>
<h3>Support and feedback</h3>
<p>If you have any questions, issues, or suggestions regarding the <strong>SparkAIR</strong> plugin, please feel free to reach out to our support team via our <a href="https://sparkplugins.com/support" rel="nofollow ugc">SparkPlugins website</a>. We value your feedback and improve the plugin continuously based on your input.</p>


SparkAIR – Recommendations for WooCommerce driven by AI!

SparkAIR boosts your sales by personalizing your WooCommerce webshop with AI-driven Product Recommendations.

Md. Kamrul Hasan

<p>UpSellSmart – Product Recommendations provides intelligent product suggestions based on your store’s data. The plugin analyzes customer behavior and purchase patterns to recommend relevant products, helping increase sales and improve customer experience.</p>
<p><strong>Key Features:</strong></p>
<ul>
<li><strong>Two Recommendation Engines</strong>: Content-based (categories/tags) and Association-based (frequently bought together)</li>
<li><strong>Local Data Processing</strong>: All recommendations are generated using your store’s data – no external APIs required</li>
<li><strong>Multiple Display Locations</strong>: Show recommendations on product pages, cart, and checkout</li>
<li><strong>AJAX Updates</strong>: Cart and checkout recommendations update dynamically without page reload</li>
<li><strong>Comprehensive Admin Interface</strong>: Easy-to-use settings panel with detailed configuration options</li>
<li><strong>Manual Overrides</strong>: Set custom recommendations or exclude specific products per product</li>
<li><strong>Performance Optimized</strong>: Uses caching and background processing to ensure fast page loads</li>
</ul>
<p><strong>Recommendation Engines:</strong></p>
<ol>
<li>
<p><strong>Content-Based Engine</strong>: Recommends products that share categories, tags, or attributes with the current product or cart items. Perfect for showing related products within the same category.</p>
</li>
<li>
<p><strong>Association Engine</strong>: Uses purchase history to find products frequently bought together. Implements market-basket analysis to identify strong product associations.</p>
</li>
</ol>
<p><strong>Display Options:</strong></p>
<p>✅ Single product pages<br />
✅ Cart page (updates when cart changes)<br />
✅ Checkout page<br />
✅ Configurable number of columns and products<br />
✅ Show/hide price, ratings, and add-to-cart buttons</p>
<p><strong>Admin Features:</strong></p>
<p>✅ Choose active recommendation engine<br />
✅ Configure engine parameters (minimum support, confidence levels, etc.)<br />
✅ Set display preferences (title, columns, styling options)<br />
✅ Manual product recommendations per product<br />
✅ Exclude specific products from recommendations<br />
✅ Tools for rebuilding and managing recommendation data<br />
✅ Statistics and performance monitoring</p>
<h3>Technical Details</h3>
<p><strong>Database Tables:</strong><br />
The plugin creates one custom table (<code>wp_upspr_product_recommendations</code>) to store recommendation data efficiently.</p>
<p><strong>Hooks and Filters:</strong><br />
The plugin provides various hooks and filters for developers to customize functionality:</p>
<ul>
<li><code>upspr_product_recommendations_get_recommendations</code> – Filter recommendations before display</li>
<li><code>upspr_product_recommendations_display_args</code> – Modify display arguments</li>
<li><code>upspr_product_recommendations_engine_settings</code> – Customize engine parameters</li>
</ul>
<p><strong>Performance:</strong><br />
* Uses WordPress transients for caching<br />
* Background processing for data building<br />
* Optimized database queries<br />
* Minimal frontend JavaScript</p>
<p><strong>Compatibility:</strong><br />
* WooCommerce 5.0+<br />
* WordPress 5.0+<br />
* PHP 7.4+<br />
* Works with most WooCommerce themes<br />
* Compatible with major caching plugins</p>
<h3>Support</h3>
<p>For support, feature requests, or bug reports, please visit our support forum or contact us directly.</p>


UpSellSmart – Product Recommendations

Local, data-driven UpSellSmart – Product Recommendations with multiple engines and comprehensive admin controls.

SparkAIR – Recommendations for WooCommerce driven by AI! vs UpSellSmart – Product Recommendations