Softlinkster Semantic Search

Description

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.

Installation

  1. Upload the softlinkster-semantic-search directory to /wp-content/plugins/.
  2. Activate the plugin from Plugins.
  3. Open the Softlinkster Semantic Search admin menu.
  4. Start building your index from the Indexer page.

FAQ

Does it work without WooCommerce?

Yes. It degrades gracefully to post/page search.

Does it support Polylang and WPML?

Yes, with graceful fallback when unavailable.

How does the live search work?

It uses the REST API with debounced AJAX requests. No page reload needed. Results appear in a dropdown with thumbnails, prices, and keyboard navigation.

Is it GDPR compliant?

Yes. Search analytics use anonymized session hashes. The plugin registers WordPress data exporters and erasers for privacy compliance.

Does it work with block themes and classic themes?

Yes. The plugin integrates with normal WordPress search flows on both block and classic themes. Classic themes can also use the included search widget in widget areas.

Avis

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Contributeurs & développeurs

« Softlinkster Semantic Search » est un logiciel libre. Les personnes suivantes ont contribué à cette extension.

Contributeurs

Historique des changements

2.1.0

  • Fixed analytics recording, click tracking, privacy exporter/eraser support, and admin dashboard wiring.
  • Improved REST/auth handling, cache invalidation, query filtering, and search pipeline performance.
  • Cleaned up branding, input sanitization, test fixtures, and WordPress.org review compliance issues.

2.0.0

  • Live AJAX Instant Search — Real-time dropdown with debouncing, keyboard navigation, thumbnails, query highlighting, WooCommerce prices, and dark mode support.
  • Faceted Filtering — Category, tag, post type, price range, stock status, and attribute facets.
  • Enhanced Analytics Dashboard — Summary stat cards (total searches, CTR, avg results, zero-result rate) and Most Clicked Posts table.
  • Zero-Result Fallback Page — Popular content, recent posts, and trending query suggestions.
  • Rich Search Result Cards — Thumbnails, excerpts, WooCommerce prices, star ratings, post type badges.
  • « Did You Mean » UI — Clickable spell correction suggestions on search results page and in live dropdown.
  • Search Form Rendering — Added resultsLayout (cards/list) and showFacets attributes for rendered search forms.
  • Incremental Indexing — Content hash check skips unchanged posts during re-indexing.
  • Accessibility — ARIA roles, combobox patterns, keyboard navigation, screen reader labels.
  • Dark Mode — Full dark mode support for live search dropdown, facets, and result cards.

1.0.0

  • Initial release.
  • BM25 engine support.
  • Multilingual processing and CJK bigram tokenization.
  • WooCommerce indexing and price query parsing.
  • REST API, WP-CLI, analytics, and admin UI.