CelerSearch – AI-Powered Instant Search with Meilisearch vs Yuto – Meilisearch Integrator

CelerSearch routes WordPress search through Meilisearch: fast responses, typo tolerance, autocomplete, highlighting, optional AI semantic search, and full WooCommerce support. 🎬 Try it live All three demos run this exact plugin with AI Semantic Search enabled: Outdoor Shop (WooCommerce): search keep my coffee hot on the summit and a vacuum flask ranks first, even though its product copy never uses those words. Art Gallery (custom post type): try a moody storm at sea, then narrow by medium, style, and era. Cinema: describe a feel-good time-travel movie without knowing a single title. More context for each demo at celersearch.com/demos. 🔍 Search Instant results on any site size Typo tolerance and stemming out of the box Optional AI semantic search that blends meaning with keyword relevance (see below) Optional AI chatbot that answers visitor questions from your indexed content, as a floating widget, shortcode, or block (bring your own OpenAI-compatible API key) Live, paginated autocomplete as users type Match highlighting on titles and excerpts Category, tag, and custom-taxonomy filtering Pin documents at fixed positions for chosen queries (per-index Rules) Custom search results pages via Views + block/shortcode Native WordPress search fallback when Meilisearch is unreachable 🤖 AI Semantic Search Semantic search matches meaning, not just words. CelerSearch configures a Meilisearch embedder on the index and blends vector similarity with keyword relevance (hybrid search) on every query. Enable it per index: Index Settings, AI Search, “Enable AI semantic search” Bring your own OpenAI API key; keyword search never needs one Pick the model: text-embedding-3-small (default, cheapest) or text-embedding-3-large (most accurate) Tune the keyword-to-semantic balance with a ratio slider, plus an optional relevance cutoff Applies automatically everywhere: site search, autocomplete, and WooCommerce shop filters Works with any Meilisearch 1.13+ (or 1.3+ with the vectorStore experimental flag), self-hosted or managed Full walkthrough in the AI Semantic Search guide, and see the FAQ below for models and costs. 🗂 Indexing Posts, pages, any custom post type WooCommerce products (including variations) and orders Users, for membership and community sites (strict privacy allowlist; email excluded by default) Meta Box custom fields, including fields stored in Custom Database Tables Real-time sync on publish, update, trash, and watched meta changes Manual reindex with configurable batch size; “Refresh in place” mode keeps search live (zero downtime) Per-index searchable, filterable, sortable attributes and synonyms, all editable in the admin Content splitting for long posts (configurable; Meilisearch deduplicates results) 🌐 Where search runs Frontend site search (replace the default results page with a custom View) Admin list search (posts, products, orders, media, users) BuddyPress members directory REST API search (headless/decoupled setups) AJAX-faceted WooCommerce shop & archive filters 📊 Analytics (opt-in) See your top queries and which ones return zero results, so you can fix content gaps Daily query-volume trend per index over 7/30/90-day windows Off by default and fully private: data stays in your own database, with bounded retention (see Privacy & Data below) 🎯 Use cases WooCommerce stores with thousands of orders: native admin order search slows to a crawl and misses matches as the orders table grows. Enable the “WooCommerce Admin Orders Search” area and lookups stay instant at any scale. Product catalogs with rich attributes: drive shop and category archives with AJAX-faceted filters for color, size, brand, price, plus typo-tolerant keyword search. Content-heavy sites (news, blogs, documentation): replace the frontend search with live autocomplete and fuzzy matching so readers find posts by typing a few characters. Membership and community sites: index users behind a strict privacy allowlist and make the wp-admin Users screen and the BuddyPress members directory instant and typo-tolerant. Custom post types at scale: directories, job boards, listings. Native WP search is a slow LIKE '%…%' across a handful of columns; CelerSearch indexes every field and ranks by relevance. 🧑‍💻 Developer-friendly 40+ filter hooks across indexing, search, and results Extend with your own index types (celersearch_supported_indices) Custom search-area types (celersearch_area_types) for LearnDash and others (BuddyPress ships built-in) Taxonomy-aware queries translate WP_Query tax_query to the engine filter syntax Full documentation at celersearch.com/docs. Requirements WordPress 6.0+ PHP 8.1+ A Meilisearch instance: self-host on your VPS, or get a managed one at celersearch.com from $12/mo. Optional, for AI Semantic Search: an OpenAI API key and Meilisearch 1.13+ (or 1.3+ with the vectorStore experimental flag). 🚀 Getting started After activation a welcome notice points you to the setup flow: Stand up Meilisearch: self-host (guide) or use celersearch.com Add the service under CelerSearch → Services Create an index under CelerSearch → Indices and rebuild it Enable the relevant search area under CelerSearch → Settings Privacy & Data CelerSearch does not phone home. Keyword search forwards queries only to the Meilisearch instance you configure under CelerSearch → Services. One optional feature involves a third party: if you enable AI Semantic Search on an index, document text (as rendered by the document template, capped by its byte limit) and search queries are sent to OpenAI to generate embeddings, using your own API key. That feature is off by default. The optional Analytics feature (off by default; opt-in under CelerSearch → Settings → Analytics) stores each performed search in your own WordPress database so you can see what visitors search for. When enabled it records: The search term (the text typed by the visitor) The matching index, area type, and the number of results returned The search engine that served the request (e.g. meilisearch) and a timestamp IP addresses, user identifiers, session tokens, referrers, and user-agent strings are never stored. Retention is bounded by a configurable window (default 30 days, range 7–365) and a daily background job prunes older rows automatically. You can disable Analytics at any time and clear all collected data from the Settings page. Uninstalling the plugin drops the analytics table entirely.

Meilisearch is an open-source, blazing-fast, and feature-rich search engine. It’s designed to deliver instant search results to your websites with high relevance and speed.⚡️🔎 Yuto seamlessly integrates the powerful Meilisearch engine into your website, unlocking lightning-fast search capabilities with hyper-relevant results. With Yuto, your users can enjoy instant search responses, typo-tolerance, customizable ranking rules, and faceted search features provided by Meilisearch. Boost user retention and satisfaction on your website with enhanced search capabilities. Lightning-Fast Search ⚡️🔎: Meilisearch is built to deliver near-instantaneous search results, offering a responsive and efficient search experience. Full-Text Search: Yuto supports advanced full-text search capabilities, including typo tolerance, synonyms, and language support, ensuring users find relevant results even with minor errors or variations in queries. Faceted Search: It supports faceted search, enabling users to filter search results by categories, tags, or other attributes, enhancing the search experience with more precise results. Site Editor Blocks: Yuto is fully compatible with the new Site Editor, offering an Autocomplete Search block for seamless integration and intuitive use. Additional blocks will be available soon. WooCommerce Compatible: Yuto is fully compatible with WooCommerce, making it easy to index your store’s products directly into Meilisearch. With Yuto, you can provide your customers with an enhanced search experience, allowing them to quickly find the products they need in your WooCommerce store. Custom Post Types Support: Yuto offers extensive support for custom post types, ensuring full compatibility with any plugin that adds custom post types. This integration allows you to easily index various post types directly into Meilisearch. By using Yuto, you can enhance your customers’ search experience across all post types, seamlessly working with plugins such as Easy Digital Downloads, BuddyPress, and others. WP CLI 🖥️ Integration: Yuto includes support for WP-CLI, a powerful command-line interface for WordPress. This integration allows developers and administrators to perform various tasks like: indexing, deletion efficiently through the command line, enhancing workflow and automation capabilities. Execute commands directly in the terminal, making it easier to integrate with scripts and automation tools. Shortcode Support: Prefer to work with shortcodes? Yuto includes powerful shortcodes to render Autocomplete block anywhere on your site. Ideal for advanced layouts and third-party page builders. Use them in Classic Editor, Widgets, Custom templates with do_shortcode() or inside popular page builders like Elementor Available shortcodes: [yuto_autocomplete] Elementor Support (via Shortcode): Easily integrate Yuto search features into your Elementor layouts using shortcodes. Simply drop a shortcode widget and paste in [yuto_autocomplete] — it’s that easy. Support and Continuous Development Reliable support to promptly addressing any issues you encounter. Have an idea for more feature? Let us know in the plugin support forum. Yuto Usage Guide Support Forum