TechLabIndia Hybrid Recommender for WooCommerce

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

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.