Queryn – AI-powered Product Search for WooCommerce vs Shortcodes Ultimate – Content Elements

Queryn transforms the way customers search your WooCommerce store. Instead of typing exact product names or SKUs, shoppers can describe exactly what they want in plain language — and Queryn’s AI engine translates that into precise results in real time. Powered by the world’s leading AI providers (OpenAI, Google Gemini, and Anthropic Claude), Queryn intelligently parses natural-language queries into structured WooCommerce filters: categories, tags, product attributes, price ranges, and custom meta fields — all without touching a single line of template code. Video Overview “Show me red running shoes under $80” → Queryn automatically filters by color attribute, category, and max price. “Organic coffee beans above $20” → Queryn finds the right category and sets a minimum price filter. “Hello World” → Queryn finds your blog post titled Hello World alongside any matching products — normal search is never broken. Search Scope — Products, Posts, and Pages Together Queryn is smart about when to restrict results to products and when to search broadly: Filter-based queries (price, category, tags, attributes) always search WooCommerce products only, because those filters are product-specific. Keyword-only queries search across all post types you configure — products, blog posts, pages, and any custom post types — so shoppers never hit a dead end just because no product matches. You control exactly which post types are included in keyword searches from the Search Scope section on the General settings tab. WooCommerce products are always included and cannot be deselected. Apply AI Search On — Control API Costs The new Apply AI Search On setting lets you restrict when the AI engine is triggered: All search pages (default) — AI processes every search query site-wide. WooCommerce pages only — AI is triggered exclusively when a search is submitted from a WooCommerce page (shop, product categories, product tags). Searches from blog pages, contact pages, or any non-WooCommerce context skip the AI call entirely and fall back to standard WordPress search — saving API credits for queries that actually matter. Your existing WordPress search behaviour is fully preserved. Queryn only modifies the main search query when a valid AI provider is configured and active. If the API key is missing, the plugin is inactive, or the AI call fails, WordPress falls back to its standard search without any interference. Why Queryn? Higher Conversion Rates — Shoppers who find products faster buy more. Natural language search removes friction from the discovery process. Zero Configuration Required — Queryn reads your existing WooCommerce categories, tags, and attributes automatically. No mapping, no manual setup. No Broken Search — Keyword searches that don’t match any product will still surface blog posts, pages, and other content — shoppers are never shown an empty results page unnecessarily. Provider Flexibility — Switch between OpenAI, Google Gemini, and Anthropic Claude without losing your other API keys. Pre-configure all three and swap with one click. Smart Caching — AI responses are cached for one hour, dramatically reducing API usage and keeping your store fast. Privacy First — Only store taxonomy data (category names, tag names, attribute values) is sent to the AI. No customer PII, no order data. Supported AI Providers OpenAI The industry standard for conversational AI. Queryn supports GPT-4o, GPT-4o Mini, and GPT-4 Turbo — choose the model that best fits your budget and accuracy needs. Google Gemini Google’s multimodal AI family. Queryn supports Gemini 2.5 Pro, Gemini 2.5 Flash, and Gemini 2.5 Flash Lite. Gemini 2.5 Flash offers the best balance of speed, accuracy, and cost for most stores. Anthropic Claude Anthropic’s safety-focused models deliver outstanding instruction-following and structured output. Queryn supports Claude Sonnet 4.6, Claude Haiku 4.5, and Claude Opus 4.7. What Gets Filtered Queryn extracts the following from a shopper’s search query and applies them directly to WP_Query: Product Categories — mapped from your store’s product_cat taxonomy Product Tags — mapped from your store’s product_tag taxonomy Product Attributes — all pa_* attribute taxonomies (color, size, material, etc.) Price Range — minimum price, maximum price, a range, or an exact price (“priced at $15”) Custom Meta Fields — any public meta key registered on your products Keyword — the core product term extracted for text-based title matching (intent words like “show me” or “find” are automatically ignored) Privacy & Third-Party Services Queryn connects to the AI provider you configure. By enabling a provider, you agree to their terms of service and privacy policy: OpenAI: openai.com/policies/privacy-policy Google Gemini: policies.google.com/privacy Anthropic: anthropic.com/privacy Data sent to the provider consists solely of your store’s taxonomy structure (category names, tag names, attribute values, and public meta keys) and the shopper’s search query. No personal customer data, email addresses, or order information is ever transmitted.

Building new pages with Gutenberg? Explore VovaBlocks, a focused collection of native marketing and content blocks from the creator of Shortcodes Ultimate. View VovaBlocks → About Shortcodes Ultimate Shortcodes Ultimate is a WordPress shortcode plugin for adding tabs, accordions, buttons, FAQs, sliders, carousels, lightboxes, columns, boxes and other reusable content elements without coding. It is ideal for site owners who want richer content layouts and practical UI elements without switching to a full page builder. Use Shortcodes Ultimate in the Block Editor, Classic Editor, widgets and template files. Generate shortcodes visually, preview the result before inserting it, and reuse the same elements across posts, pages and existing shortcode-based content. Trusted by hundreds of thousands of WordPress sites, Shortcodes Ultimate helps you replace multiple single-purpose UI plugins with one maintained toolkit. Explore live examples What you can build With Shortcodes Ultimate, you can quickly add common WordPress content elements such as: Accordions and FAQ sections Responsive tabs CTA buttons and download buttons Boxes, notes and callouts Columns and layout helpers Sliders and carousels Lightboxes for images and custom content Post lists and dynamic content blocks Spoilers, toggles and expandable content Media embeds and visual content blocks Instead of installing a separate plugin for every small content element, Shortcodes Ultimate gives you one maintained toolkit for everyday WordPress content tasks. Works with modern and classic WordPress workflows Shortcodes Ultimate works with the Block Editor, Classic Editor, widgets and template files. You can insert shortcodes manually, use WordPress shortcode blocks or use the built-in shortcode generator to configure elements visually. This makes the plugin useful for: Site owners who want to improve content without coding Bloggers and affiliate publishers who need reusable CTA and content blocks Agencies and freelancers maintaining multiple WordPress sites Developers who want shortcode-friendly output in templates Existing sites with older content that already uses shortcodes Why use Shortcodes Ultimate? 50+ ready-to-use WordPress shortcodes Visual shortcode generator Live preview Works with the Block Editor and Classic Editor Shortcodes can be used in posts, pages, widgets and template files Responsive elements that work with your theme Built-in Custom CSS editor Developer-friendly hooks and documentation Free version available on WordPress.org Pro version available for advanced shortcodes, extra styles and premium support Why shortcodes still matter in WordPress The WordPress Block Editor is great for visual content editing, but shortcodes are still useful when you need portable, reusable content elements that work across different parts of a WordPress site. Shortcodes are especially helpful when you want to: Reuse the same content element in many posts or pages Add dynamic content inside widgets or templates Maintain older WordPress sites that already use shortcodes Work across Classic Editor and Block Editor workflows Add content elements without switching to a full page builder Keep common UI elements available through a simple text-based syntax Shortcodes Ultimate is designed for these practical workflows. It gives you a large collection of ready-made shortcodes and a visual generator, so you do not need to write shortcode syntax manually unless you want to. Free and Pro The free version of Shortcodes Ultimate includes a large collection of useful shortcodes for everyday WordPress content tasks. Shortcodes Ultimate Pro adds advanced shortcodes, additional styles, Content Slider, Pricing Table, Testimonials, Shortcode Creator, Elementor support and premium support. Compare Free and Pro Useful links Documentation Live Examples Pro features Support