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What changes once ParticleSearch is live on your storefront.
Every solution maps to a real storefront problem. Here is how ParticleSearch improves storefront search, catalog freshness, and merchant visibility.
< 20ms search latency
~1s sync propagation
Dashboards that show gaps
Faster search. Fresher catalog. Clearer visibility.
Every failure pattern above has a corresponding fix. Faster retrieval for lag. Typo tolerance for dead ends. Webhook sync for stale catalogs. A dashboard for the invisible gaps.
< 20ms
search latency
Search results in under 20ms
Retrieval is tuned for quick product lookups. Results appear fast enough that shoppers trust search as the fastest path to the right product — not something they avoid.
~1s
sync propagation
Catalog sync in about 1 second
Shopify webhook-driven sync moves product edits, price changes, and stock updates into search fast enough that shoppers see the same catalog your staff manages.
Recovered
messy queries
Typos do not become dead ends
Misspellings and rushed mobile input do not need to return zero results. Search recovers the intended query and shows a corrected path so the session keeps moving.
Beyond titles
deep indexing
Search sees SKU, variant, and metadata
Title-only search misses half the catalog. ParticleSearch indexes variants, SKUs, tags, and product details so technical and option-heavy catalogs stay fully discoverable.
Cleaner
result quality
Hidden products stay out of search
Draft, sold-out, and storefront-invisible products are filtered before results reach shoppers. Search surfaces only what a shopper can actually find and buy.
Visible
search gaps
You see what shoppers cannot find
Zero-result queries, ignored results, and catalog sync gaps surface in your dashboard. Search quality becomes measurable and improvable instead of invisible.
Exact
part number match
Exact part numbers find the right product
Professional buyers search by SKU or part number. Exact identifier matching takes them directly to the product instead of forcing them to browse or filter.
Structured
browse refinement
Filters and sort when results need narrowing
Full-page search gives shoppers facets, price ranges, and sort controls. Results go from a broad set to the right product without starting a new search.
Shorter
path to cart
Quick add to cart from search results
When a shopper already knows what they want, they can add to cart directly from the search result and keep moving. One less page load per purchase.
Minutes
to live search
No theme rebuild required
Standard Shopify app flow: connect, approve billing, and search deploys to your storefront automatically. No Liquid code, no developer, no busywork.
See every detail
The capability library covers storefront, catalog, and review surfaces in full.
See the complete breakdown of what ParticleSearch does on your store today.
View all capabilities