Turn Every Query into Revenue.
ParticleSearch handles typos, syncs in real-time, and stays fast at any scale. Invisible infrastructure for high-growth stores.
Latency
Indexed
Syncing
The silent leak.
Hosting and payments are monitored 24/7. But when search fails to understand intent, there is no alert. You lose the sale to a competitor who listens better.
Infrastructure
Site outages are "loud." When servers spike, PagerDuty fires and the team responds. The failure is visible and the fix is immediate.
Transaction
Payment declines are tracked to the penny. Shopify Analytics shows you the exact revenue hit the moment a card is rejected.
The Intelligence Gap
Standard search is Literal. If your product is titled "Aero-Mesh Shorts," but the customer searches for "breathable gear," legacy systems fail to make the connection.
Silent Failures.
Your search bar is either your best salesperson or your biggest leak. These are the structural gaps currently draining your Shopify conversion rate.
A customer searches for "Navy Sweater" but sees the "Red" default image. They assume Navy is sold out and bounce immediately.
Old bestsellers are still pinned at the top even though they are OOS. You are burying live stock under "Out of Stock" ghosts.
> Input: "Snkeers"
System: 0 Matches
Mobile users rarely type perfectly. If "Snekers" returns a "No Results" page, you just paid for a wasted acquisition click.
You launch a sale, but search shows the old price for 30 minutes. Customers see a discount that vanishes in the cart.
Pro customers and B2B buyers search by exact part numbers. If your engine only scans titles, your best buyers find nothing.
Crucial data like "Compatibility" is hidden in metafields. If search can't see them, technical products stay hidden.
Slow search results make your brand look amateur. If results take >1s to appear, users stop using the search bar entirely.
A UK customer types "Waistcoat" while your US catalog says "Vest." You have the stock, but search can't bridge the gap.
> Match_Level: 0%
Status: Journey_Ended
The "No Results" page is an invitation to close the tab. Without smart fallbacks, the journey ends right there.
The SMS blast hits, but the new collection takes hours to index. Customers land and find "0 results" for your big drop.
You spend hours every week manually pinning products because the search engine is too stupid to do it automatically.
Your collections look beautiful, but search results look like a messy warehouse list. The "Brand Feel" disappears.
Built for conversion.
The technical resolution for revenue leaks.
We have re-architected the search engine to solve structural frictions. Stop guessing what your customers want and start serving it with precision.
Eliminate thumbnail drift. When a customer searches for "Navy Sweater", the engine serves that exact SKU with the correct variant image pre-selected.
Resolve sold-out stagnation. Our engine detects OOS items instantly and demotes them, ensuring prime real estate is reserved for buyable inventory.
> Input: "Snkeers"
System: Match "Sneakers"
Bridge the "fat finger" gap. Advanced phonetic matching ensures "Snekers" find "Sneakers" instantly, protecting the mobile session.
End price-sync latency. Flash sale updates reflect in search results within 0.8 seconds, maintaining customer trust through to the cart.
Enable technical discovery. B2B and Pro buyers find exact part numbers instantly by indexing the technical layer, not just product titles.
Expose hidden specifications. Compatibility, material, and power ratings stored in metafields are fully indexed and filterable.
Results appear in under 50ms, providing an instant brand experience that keeps high-velocity shoppers engaged and onsite.
Bridge international gaps. Whether they type "Waistcoat" or "Vest," the engine maps the intent to your catalog in real-time.
> Match_Level: 0%
Status: Serving Alternatives
Kill the 0-result dead end. If an exact match is missing, we serve the closest categorical alternatives to keep the journey alive.
Launch day readiness. When you publish a collection, products are searchable within 0.8s, protecting your marketing ROI.
Stop manual pinning. Our engine uses live sales data and CTR to rank products automatically, freeing your team for strategy.
Results that reflect your brand. The search grid mirrors your curated collections, providing a seamless, high-end experience.
Built for precision.
The technical resolution for revenue leaks.
Most search apps are black boxes. We built an event-driven pipeline that transforms your Shopify data into a high-performance index the second a change happens.
Standard Library.
Built-in resolution for every query.
These 20 core capabilities are active by default. Enterprise-grade search, fully automated for your storefront.
Converts "iphne" to "iPhone" instantly, ensuring human error never results in a "No Results Found" page.
Loads faster than a single product image. Maintains your Shopify store’s SEO performance and speed scores.
Updates inventory the second a sale is made. Never show "In Stock" for a product that just sold out.
Indexes every Size/Color as a unique path. Customers find the "Red XL" directly from the search bar.
Recovers sales from phonetic spelling. Searches for 'Smyth' will successfully surface 'Smith' products.
Show matching products before they finish typing. Cuts the path to purchase down to milliseconds.
Perfect for B2B and parts stores. Entering a precise part number takes the user directly to the item.
Global-ready search. Matches 'Café' even if the user types 'Cafe'—handling diacritics automatically.
Filter counts update instantly. If they select "Blue", the "Size" counts adjust to show only what is available.
Syncs with Shopify stock policies. Automatically hides out-of-stock items unless 'Continue Selling' is enabled.
Strips messy HTML tags from your product descriptions to ensure search indexing is clean and accurate.
Combines the precision of keywords with semantic "meaning"—finding "warm clothes" when they search for jackets.
Protects your search index. Validates every Shopify product update to prevent broken data from going live.
Prioritizes Titles over Descriptions. Ensures the most relevant product always appears at the very top.
Bridge the dialect gap. Automatically link "Pants" to "Slacks" or "Trousers" for universal discovery.
Runs on high-speed RAM. Delivers results in under 35ms—faster than the human eye can blink.
Ignores "the", "a", and "with" to focus on the actual products, leading to much higher search relevance.
Words found closer together rank higher. "Leather Jacket" ranks above "Leather strap for a jacket".
Handles multi-intent queries like "Nike Blue". Searches Vendor and Color fields simultaneously.
Bolds the exact match within the product title so the user knows exactly why that result appeared.
Every millisecond is revenue.
Search speeds based on internal tests: 1ms - 4ms.
0.2s - 0.8s
Inventory update speed per product.
Speed is liquidity.
Every 100ms delay cuts conversion by 1%. We protect your margins from latency-driven abandonment.
Zero-Friction Installation.
Connect your store and walk away. Our autonomous deployment engine handles the heavy lifting, syncing your catalog and injecting the UI in under 60 seconds.
Secure OAuth Handshake Processing
One-click authorization via Shopify. We request read-only access to products—no sensitive customer data is ever touched.
Intelligent Data Sync
ParticleSearch scans your entire catalog, flattens variants, and builds a specialized search index on our edge nodes.
Instant Widget Injection
We auto-detect your active theme (Dawn, Prestige, etc.) and inject the search overlay non-destructively.
Inventory changes reflect in search in ~0.8s.
Works with Dawn, Prestige, Impulse, and custom builds.
No customer PII or payment data is ever stored.
No theme file editing required. Clean uninstall.
14 Day Free Trial.
Common Queries.
Detailed answers regarding our search architecture, performance, and merchant safety.
Usually under 10 minutes. Once you authorize the Shopify connection, our system handles the indexing and integration automatically. No manual coding or dev team required.
No. Our search layer is a featherweight 18KB (gzipped). We inject scripts asynchronously to ensure your Core Web Vitals and store performance remain optimized.
Full SKU-level indexing is active now. Advanced visual filters and facets are the primary focus of our Q3 Roadmap—all updates are automatic and free.
We offer transparent, scale-friendly pricing based on your catalog size and monthly search volume. No hidden fees or unexpected overage charges.
Completely. ParticleSearch is isolated using Shopify Theme App Extensions. If you uninstall, your search reverts to default instantly with zero 'ghost code' left behind.
Yes. We are theme-agnostic. Whether you use a standard Dawn setup, a premium theme, or a custom-coded headless build, we integrate seamlessly at the edge.
Upgrade your store infrastructure.
Join the next generation of Shopify search today.