CelerSearch – AI-Powered Instant Search with Meilisearch vs AI Product Search for WooCommerce – Motive Commerce Search

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.

Motive Commerce Search is a feature-packed, lightning-fast AI product search plugin for WooCommerce that empowers your shop’s growth. Get AI search that improves every result automatically, going beyond keywords to understand real intent and surface what shoppers want and where your biggest opportunities lie. With Motive, you can chat with your search analytics and ask your shop anything for unique insights. AI Mode gives you fully conversational search, included in all plans. Upload content so AI Mode finds answers in your content, not just your products. Built on the Empathy AI private cloud. Free from Big Tech. With the Motive Playboard, you have total control over how your products are displayed, ordered, filtered and found. And with Backroom, you get access to key actions and analytics overlaid right in your search results – perfect for analytics on the go. A QUICK LOOK ✅ AI Mode: Fully conversational search built in. No extra cost. ✅ AI-Assisted Search: The search bar you have, only better. Embellished with AI. ✅ Backroom: Search analytics you can talk to. Ask about search data, get insights. ✅ Playboard: Boost and bury products. Set rules. Control every search result. ✅ Proud to be free from Big Tech: Your data is never used to train Big Tech AI. A DEEPER LOOK AI Mode: → With AI Mode, shoppers describe what they want, refine as they go, and compare options the same way they’d talk to someone who knows your catalogue inside out. AI Related Tags: → Type a couple of words and AI Related Tags appear instantly as clickable refinements that take shoppers straight to what they’re looking for. AI Carousels: → When a search returns no results, an AI Carousel activates automatically to surface products that match what your shopper means, not just what they typed. No setup and no dead-ends. Questions AI: → When a search comes up short, Questions AI surfaces smart refinements right alongside results, nudging shoppers toward the products they’re actually looking for. Content search in AI Mode: → Upload content so AI Mode finds answers in your content, not just your products. No AI hallucinations for better peace of mind and control. Backroom: → Real-time clicks and add-to-cart data with Backroom, mapped directly onto your catalogue. Boost a bestseller. Bury a dud. No dashboard. No second tab. Just search, see, decide. Mobile friendly analytics and quick actions. Backroom AI Chat → Type what you want to know – “what are my shoppers not finding?” “what’s my worst-performing search this week?” – and get the answer with Backroom’s AI Chat. No reports. No guesswork. Just the insight, when you need it. Better analytics: → When logged in to Backroom, your own searches aren’t counted in your analytics and you don’t accidentally pay for the searches you make in your own catalogue. Intuitive Filters: → Let shoppers narrow results instantly by price, size, colour, brand and more. As part of Motive’s advanced search plugin, these dynamic filters integrate seamlessly into your ecommerce search bar experience. Popular Products: → Show best-selling and trending items the moment a shopper clicks your ecommerce search bar. This feature automatically surfaces high-demand products or lets you handpick and promote specific items to suit your marketing campaigns and boost conversions. Promotional Banners: → Show targeted banners and special offers right within search results. This feature turns your ecommerce search solution into a powerful upsell and cross-sell engine, driving more revenue per visit. Instant Results: → Show product matches from the very first keystroke to keep shoppers engaged, increase add to carts, and reduce bounce rates. Look and feel → Customisable layouts, colors, and typography to match your brand. Motive’s ecommerce search bar combines form and function with a sleek, intuitive interface that enhances the shopping journey. Boost and Bury products → Set the rules that decide how search results are displayed to your shoppers. Boost or bury products, categories, or brands—either across all searches or for specific queries—and even tailor rules for different languages. Visual Customisations → Display your brand identity across the whole search layer adding your font, colours, logo and more. Change the layout of search results, image fit, image size and more at the click of a button. Customisable filters → Choose which product attributes shoppers can filter by – size, color, price, brand, and more – and control the display order of filters and their values. Synonyms → Boost findability by managing custom synonyms and term mappings. The Synonyms tool in our advanced ecommerce search solution ensures shoppers locate products effortlessly – even when they use different terminology. Custom CSS → Apply bespoke styles with direct Custom CSS injection. This powerful feature offers designers and developers full control to perfect every detail of your ecommerce search interface. Redirections → Shoppers often search for terms like Help, Returns or Shop Locations. With Redirections, easily send your customers to non-product pages from your search. Mobile version included → Shoppers can search on any device without you paying more. Included in all plans. FULLY TRANSPARENT WITH NO SURPRISES One flat rate with no hidden extras: Choose the pricing plan that matches your shop’s size, goals and needs. Full access to all features: No matter what plan you select, you’ll have access to all features, with upgrades and support included. Search that’s priced by… searches! Don’t be stung by a provider that charges by requests. With Motive Commerce Search, you pay by what matters most to your and your shoppers: searching and finding. Dedicated customer support: A team of real people to help you with any questions you may have. Search that’s never switched off: Motive Commerce Search will never switch off your service, even if your shop outperforms the plan you’ve purchased. WHAT CUSTOMERS ARE SAYING “Motive always came recommended by the different communities we enquired through. We trialed a few other providers before switching, however they were under-featured, clunky and over-priced. When we trialed Motive the on-boarding was the smoothest I’d ever seen and we were able to get a workable search implementation almost instantly – it just worked and most importantly our customers loved it.” JH – United Kingdom on Trustpilot “I totally recommend this smart search engine solution to anyone running an online store. It’s reliable, fast, super easy to use, and cheaper than the other options out there. Plus, their customer support team is awesome. Really professional and helpful. That makes all the difference!” – Global Neoprene – France on Trustpilot “The integration was surprisingly quick and easy, working seamlessly with WooCommerce. What really impressed us was how customizable the search tool is – it blended in so well with our website’s design that it felt like a built-in feature, keeping everything looking consistent without sacrificing any functionality. Our experience with Motive eCommerce Search and the team behind it has been incredibly positive, directly improving navigation and customer satisfaction in our stores.” – Victor – Spain on Trustpilot CONNECT WITH US ON SOCIAL MEDIA Linkedin GOT A QUESTION? We’ve got it all covered in our Motive Docs.