TechLabIndia Hybrid Recommender for WooCommerce

توضیحات

SmartRec AI automatically shows the most relevant products to each shopper by combining three complementary signals:

• Collaborative Filtering (80%) – Identifies products frequently viewed or purchased together by real users.
• Content-Based Filtering (20%) – Matches products sharing the same categories, tags, and attributes.
• Bestseller Fallback – Falls back to your top-selling products when no behavioural data exists yet.

Carousels are rendered via lightweight AJAX so they never slow down your page load.

Free Features

• Hybrid recommendation engine (collaborative 80% + content-based 20%)
• Product page carousel widget (configurable hook & priority)
• Cart page carousel widget
• View tracking (logged-in + guest users)
• Purchase tracking via WooCommerce order hooks
• Anonymous guest cookie session (30-day, httpOnly, SameSite)
• Recommendation cache with configurable TTL and scheduled cleanup
• [smartrec_recommendations] shortcode
• Admin dashboard with live stats (views, purchases, cache entries)
• One-click cache flush
• Settings: title, limit, columns, hook, cache TTL

Pro Features

Upgrade at https://techlabindia.com/smartrec-ai/ for:

• AI Re-ranking – GPT-4o-mini + Claude Haiku re-rank results for each user.
• A/B Testing – 50/50 split between hybrid and content-based algorithms with statistical reporting.
• Advanced Analytics – Impressions, clicks, CTR, and revenue attribution per recommendation widget.
• Email Blocks – Inject personalised recommendation rows into WooCommerce order emails.
• REST API – GET /wp-json/smartrec/v1/recommendations/{product_id}
• Checkout Widget – Show relevant recommendations on the checkout page.
• Annual Licence System – Activate your licence key inside WordPress.