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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.
Smarter
intent matching
Semantic search reads between the lines
Hybrid vector and keyword search matches shopper intent, not just exact words. “water resistant jacket” still finds the right product even when the title says “rain shell.”
Manual
ranking control
You decide which products rank first
Boost, pin, or hide products per query. Priority items, seasonal promotions, and clearance sales get the visibility they deserve, without a code deploy.
Adaptive
filter profiles
Filters adapt to each collection
Different collections get different filter profiles. Apparel gets size and color. Electronics gets specs and brand. Filters match the shopper’s context, not a one-size-fits-all list.
Ranked
fix queue
A fix queue that tells you what to do next
Search surfaces a ranked list of issues: zero-result queries with traffic, ignored results, filter dead-ends. Each one links directly to the fix surface so nothing gets lost.
Attributed
search revenue
Revenue attribution shows which queries produce sales
A Shopify Web Pixel tracks completed orders and connects them back to the search session. See exactly which queries, products, and search actions produced revenue, not just clicks.
7 strategies
recommendation types
Product recommendations drive discovery
Seven recommendation strategies — similar products, frequently bought together, trending, best sellers, new arrivals, complete the look, and cart cross-sell — appear in search and as standalone blocks on any page.
Tested
before rolling out
A/B testing proves what works
Run controlled experiments on search ranking and recommendations. Assign traffic percentages, compare variants side by side, and measure CTR, orders, and revenue before rolling out.
Unified
product + content results
Content appears alongside products
Blog articles, size guides, and Shopify pages appear in search results alongside products. Shoppers find your guides and policies without leaving the search bar.
Scheduled
campaign rules
Campaigns and merchandising manage promotions
Schedule seasonal promotions, campaign banners, and curated product placements with audience targeting. Rules activate and expire automatically — no theme edits, no code deploys.
6 profiles
one-click presets
Search profiles tune behavior in one click
Six pre-built search profiles — Balanced, Precision, Discovery, Variant-rich, Technical, Content-rich — each tuned as a complete ranking, typo tolerance, and recovery profile. Switch in one click.
Protected
publish safety
Publish with safety nets and rollback
Golden queries automatically verify search still works before and after every change. Roll back any publish in one click if something breaks. Every change is versioned and recoverable.
Instant
idle discovery
Idle discovery guides shoppers before they type
Before shoppers type a query, search shows recent products, trending items, category shortcuts, and suggestion chips. Discovery starts from the first tap, not after the first query.
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