Your customers find what they need in under 50ms. Instant. Accurate. Down to the exact product.
Give your customers the search they deserve. Try it free for 14 days.
Elite Performance
Search results delivered in 1ms to 20ms
Typo-Tolerant
Finds products even with misspellings
Auto-Sync
Product updates live in under 1 second
Why search is your silent revenue 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.
Here are 12 silent failures draining your conversion rate right now.
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.
> 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.
A UK customer types "Waistcoat" while your US catalog says "Vest." You have the stock, but search can't bridge the gap.
Crucial data like "Compatibility" is hidden in metafields. If search can't see them, technical products stay hidden.
Pro customers and B2B buyers search by exact part numbers. If your engine only scans titles, your best buyers find nothing.
Slow search results make your brand look amateur. If results take >1s to appear, users stop using the search bar entirely.
> 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.
Old bestsellers are still pinned at the top even though they are out of stock. You are burying live stock under "Out of Stock" ghosts.
Every search problem has a technical solution.
The technical resolution for every revenue leak.
Built for conversion.
We built search that solves every problem above. We can find what your customers want, 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.
> Input: "Snkeers"
System: Match "Sneakers"
Bridge the "fat finger" gap. Advanced phonetic matching ensures "Snekers" find "Sneakers" instantly, protecting the mobile session.
Resolve sold-out stagnation. Our engine detects out of stock items instantly and demotes them, ensuring prime real estate is reserved for buyable inventory.
Bridge international gaps. Whether they type "Waistcoat" or "Vest," the engine maps the intent to your catalog in real-time.
Expose hidden specifications. Compatibility, material, and power ratings stored in metafields are fully indexed and filterable.
End price-sync latency. Pricing updates reflect in search results within 1 second, 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.
Results appear in under 50ms, providing an instant brand experience that keeps high-velocity shoppers engaged and onsite.
> 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, or update a product, your updated reflect in your store within 1s.
Stop manual pinning. ParticleSearch relies on the quality of your metadata 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.
Search is not a feature.
It is critical infrastructure.
Most Shopify search apps are generic tools with markup. ParticleSearch is built for speed. Search results appear in milliseconds, not seconds.
Accuracy that protects your sales
Our instant-sync engine mirrors your Shopify catalog in under 1 second, ensuring customers never see an old price or an out-of-stock item.
Search speeds under 50ms
We process queries while the customer is typing. Our search is 30x faster than Shopify’s native engine.
Search as they type
Eliminate the "loading" bar. Results appear instantly as customers type, creating a frictionless path to checkout.
Standard Feature Library
20 features that make search work better. All included 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 50ms - 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.
Zero-Friction Installation.
Secure OAuth Handshake
One-click authorization via Shopify. We request read-only access.
Intelligent Data Sync
ParticleSearch scans your catalog and builds a specialized search index.
Instant Widget Injection
We inject the search overlay non-destructively without touching Liquid files.
Real-Time Updates
Inventory changes reflect in search in under 1s.
Theme Agnostic
Works with Dawn, Prestige, Impulse, and custom builds.
Privacy-First
No customer PII or payment data is ever stored.
Zero Liquid Code
No theme file editing required. Clean uninstall.
The ParticleSearch Engine is ready. Setup takes about 2 minutes.
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.
Install ParticleSearch On Your Shopify Store. Try it free for 14 days.