Softlinkster Semantic Search

Softlinkster Semantic Search is a powerful self-hosted search plugin for WordPress. Unlike cloud-based alternatives, all processing happens on your server — no external API calls, and no data leaving your site.

Core Features

• BM25 Ranking — Industry-standard text relevance scoring with TF-IDF weighting.
• Live AJAX Search — Instant search dropdown with thumbnails, prices, keyboard navigation, and accessibility.
• Faceted Filtering — Filter results by category, tag, post type, price range, stock status, and product attributes.
• WooCommerce Integration — Search products by SKU, attributes, variations; display prices and ratings in results.
• Multilingual Support — 10 language processors (English, Spanish, French, German, Arabic, CJK, and more).
• Search Analytics — Top queries, zero-result queries, CTR, click tracking, and CSV export.
• Did You Mean — Automatic spell correction with clickable suggestions.
• Zero-Result Fallback — Show popular content, recent posts, and trending queries when no results match.
• Rich Result Cards — Thumbnails, excerpts, prices, star ratings, and post type badges.
• Privacy-First — GDPR-compliant with anonymized session tracking, data export, and erasure.
• WP-CLI Commands — Index, reindex, compute IDF stats, export analytics, and diagnose.
• Theme-Aware Search UI — Search results, zero-result screens, and live search styling adapt to the active theme for readable output.
• Classic Widget Support — Add the search form to widget areas in traditional WordPress themes.

Search Modes

1. BM25 — Pure text relevance scoring for blazing fast, highly accurate local searches.