FindAstra

FindAstra is an AI-powered semantic search plugin designed specifically for WooCommerce stores. It enhances product search by interpreting the intent behind shopper queries, rather than relying solely on keyword matches. This approach addresses the common issue where WooCommerce’s default search fails to return relevant results if the exact search terms are not present in product titles, helping store owners prevent lost sales due to missed connections between customer intent and product listings.

The plugin offers three engine options for semantic search: a fully local, in-browser engine that operates at no recurring cost and requires no API keys or signups; a server-side engine using the Hugging Face API, free for up to approximately 30,000 searches per month; and an OpenAI-powered engine that uses advanced embedding models, with typical costs averaging around $2 per year for most stores. All three engines share a unified internal interface for storage, search, and analytics, and switching between them is handled through a simple setting change. Data remains within the store’s own database, and the local engine ensures that nothing leaves the store’s environment.

FindAstra installs in about three minutes without any theme edits, template overrides, or global JavaScript bundles. Once activated, it automatically detects WooCommerce and guides users through selecting an engine and indexing products. The plugin integrates with the store’s existing search bar, reordering results based on semantic relevance in real time. Features include live autocomplete that suggests both exact matches and semantically related products, smart fallbacks that display curated picks when queries have low relevance scores, and match-quality gating with customizable thresholds. API credentials are encrypted at rest, and analytics are privacy-safe, with no IP addresses, user agents, or third-party trackers collected.

The tool is developer-friendly, supporting shortcodes, classic widgets, Gutenberg blocks, and a REST API. It integrates with popular WordPress themes such as Storefront, Astra, Kadence, Blocksy, and GeneratePress, and provides analytics that surface queries triggering fallback responses, enabling store owners to identify and address catalog gaps. org and a 30-day refund policy.