Freemius

elyass

<p>FindAstra is AI product search for WooCommerce. It helps your store understand what shoppers actually mean, not just the exact words they type. Someone searching for “comfortable shoes for hiking” will find your “Trail Running Sneakers” even when the title never mentions comfort or hiking.</p>
<p>Ordinary keyword search only matches products that literally contain the words a shopper types. So a customer who describes things in their own way lands on a “no results” page and leaves. FindAstra closes that gap. It reads the intent behind each search, puts the most relevant products first, and offers helpful suggestions instead of dead ends.</p>
<p>And the free version runs completely on its own. There are no API keys to paste, no account to create, and no monthly fees. The AI runs right inside the shopper’s browser, so nothing about your catalog or your customers is sent to an outside server, and you can index your entire catalog with no product limit.</p>
<h4>What your shoppers get</h4>
<ul>
<li><strong>Answers, not just matches.</strong> Searches are understood by meaning, so shoppers reach the right products even when their wording differs from yours.</li>
<li><strong>Live suggestions as they type.</strong> A search-as-you-type dropdown attaches to your existing search bar, with no theme editing.</li>
<li><strong>A results page that makes sense.</strong> Your normal WooCommerce results page is simply re-ordered by relevance, keeping your theme’s design exactly as it is.</li>
<li><strong>No more empty pages.</strong> When nothing is a strong match, shoppers see popular products instead of a dead end.</li>
</ul>
<h4>What you get as a store owner</h4>
<ul>
<li><strong>Set up in minutes.</strong> Activate, click index once, and AI search is live. No keys, no account, no configuration headaches.</li>
<li><strong>Private by default.</strong> Your products and your customers’ searches stay on your own site.</li>
<li><strong>Fits your store.</strong> Works with classic and block themes, and includes a search block, a shortcode, and a sidebar widget. Developers also get filter hooks and a REST endpoint to build on.</li>
</ul>
<h4>How it works, in plain terms</h4>
<p>When you click index, FindAstra reads each product and builds a small understanding of what it is. When a shopper searches, it compares their wording to that understanding and lists the closest products first. The first time it runs, the browser downloads a small AI model (about 33 MB) and reuses it from then on, so searches stay fast.</p>
<h4>FindAstra Pro (optional)</h4>
<p>A separate paid version is available at findastra.com for stores that want more. It adds optional server-side engines for very large catalogs (using your own OpenAI or Hugging Face key), multilingual search for WPML and Polylang, and built-in search analytics. The free version here is complete on its own, and nothing in it is locked or time limited.</p>
<h3>External services</h3>
<p>Which external service (if any) FindAstra contacts depends on the search engine you choose during setup. Each is described below, including what data is sent and when.</p>
<h4>Hugging Face model hub (huggingface.co)</h4>
<p>Used by the default <strong>Local</strong> engine. The first time the Local engine runs (when you index products in wp-admin, or when a shopper performs a search), the browser downloads a roughly 33 MB open-source AI model from the Hugging Face model hub and caches it locally for later visits. Only the model files are fetched. No store, product, shopper, or site data is ever sent. After the download, all search runs entirely in the browser.</p>
<p>Hugging Face terms of service: https://huggingface.co/terms-of-service . Privacy policy: https://huggingface.co/privacy</p>
<h4>OpenAI API (api.openai.com)</h4>
<p>Used only if you select the <strong>OpenAI</strong> engine and enter your own API key. At index time, the text of each product (its title and the fields you choose to include) is sent to OpenAI to generate an embedding; at search time, the shopper’s query text is sent. Requests are authenticated with the API key you provide and are made only while the OpenAI engine is the active provider.</p>
<p>OpenAI terms of use: https://openai.com/policies/terms-of-use . Privacy policy: https://openai.com/policies/privacy-policy</p>
<h4>Hugging Face Inference API (router.huggingface.co)</h4>
<p>Used only if you select the <strong>Hugging Face</strong> engine and enter your own access token. The same data as the OpenAI engine (product text at index time, query text at search time) is sent to the Hugging Face Inference API to generate embeddings, authenticated with the token you provide, and only while the Hugging Face engine is the active provider.</p>
<p>Hugging Face terms of service: https://huggingface.co/terms-of-service . Privacy policy: https://huggingface.co/privacy</p>


FindAstra — AI Semantic Search for WooCommerce

AI product search that understands what shoppers mean, not just keywords. Runs in the browser. No API keys, no signup, no cost.

Khurram Shehzad

khurram.shehzad

<p><strong>Softlinkster Semantic Search</strong> 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.</p>
<h4>Core Features</h4>
<ul>
<li><strong>BM25 Ranking</strong> — Industry-standard text relevance scoring with TF-IDF weighting.</li>
<li><strong>Live AJAX Search</strong> — Instant search dropdown with thumbnails, prices, keyboard navigation, and accessibility.</li>
<li><strong>Faceted Filtering</strong> — Filter results by category, tag, post type, price range, stock status, and product attributes.</li>
<li><strong>WooCommerce Integration</strong> — Search products by SKU, attributes, variations; display prices and ratings in results.</li>
<li><strong>Multilingual Support</strong> — 10 language processors (English, Spanish, French, German, Arabic, CJK, and more).</li>
<li><strong>Search Analytics</strong> — Top queries, zero-result queries, CTR, click tracking, and CSV export.</li>
<li><strong>Did You Mean</strong> — Automatic spell correction with clickable suggestions.</li>
<li><strong>Zero-Result Fallback</strong> — Show popular content, recent posts, and trending queries when no results match.</li>
<li><strong>Rich Result Cards</strong> — Thumbnails, excerpts, prices, star ratings, and post type badges.</li>
<li><strong>Privacy-First</strong> — GDPR-compliant with anonymized session tracking, data export, and erasure.</li>
<li><strong>WP-CLI Commands</strong> — Index, reindex, compute IDF stats, export analytics, and diagnose.</li>
<li><strong>Theme-Aware Search UI</strong> — Search results, zero-result screens, and live search styling adapt to the active theme for readable output.</li>
<li><strong>Classic Widget Support</strong> — Add the search form to widget areas in traditional WordPress themes.</li>
</ul>
<h4>Search Modes</h4>
<ol>
<li><strong>BM25</strong> — Pure text relevance scoring for blazing fast, highly accurate local searches.</li>
</ol>


Softlinkster Semantic Search

Self-hosted WordPress search with relevant results, live AJAX search, WooCommerce support, multilingual indexing, and privacy-safe analytics.

FindAstra — AI Semantic Search for WooCommerce vs Softlinkster Semantic Search