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Better search for Shopify.
ParticleSearch replaces slow, outdated Shopify search with a fast, typo-tolerant experience - and a dashboard that shows you exactly what shoppers are searching for and not finding.
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14-day free trial · Billing handled through Shopify · Setup in minutesThree things most search apps only pretend to solve.
ParticleSearch is built as search infrastructure - not a widget. It improves speed, freshness, and visibility together, because solving one without the others does not move revenue.
Search stays synced with your live products, prices, stock, and metadata — not hours behind, not stale during launches.
Search responds fast enough that shoppers trust it as the fastest path to the right product — not something they avoid.
Zero-result searches, ignored results, and sync gaps surface in your dashboard so you can act on what search is missing.
Search breaks in small, repeated ways.
Most stores do not have one dramatic search outage. They have daily misses that make products harder to find, harder to trust, and harder to buy. Each one quietly costs revenue.
Shopper searches
Messy. Specific. Urgent.
Search underdelivers
Wrong. Stale. Empty.
Session lost
No alert. No report. No owner.
Variant mismatch
A shopper searches for "navy sweater" but gets shown the red variant. Confidence drops before they even click.
Typo dead ends
Fast thumbs on small keyboards. One misspelled word and the search returns nothing. The session is over.
Stale search during launches
New products go live on the storefront but search still shows the old catalog. The most important moments become the most broken.
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.
All 10 solutions covered in detail on the solutions page.
See allSearch is the only part of your store nobody watches.
When your server goes down, someone gets paged. When checkout fails, revenue reports flag it. When search silently fails, shoppers just leave - and it looks like normal traffic.
Server outage
Alert firesSomeone gets paged within minutes.
Checkout breakage
ReportedRevenue reports flag it immediately.
Search miss
InvisibleNo alarm. No report. No owner. Looks like normal traffic.
What your team never sees
Shoppers search for products you stock but search cannot find.
Results exist but shoppers skip them. Wrong product, wrong rank.
Search shows products that are hidden, sold out, or stale.
ParticleSearch turns search misses into reviewable dashboard signals.
Try it before you install. Then test on your own store.
The demo store lets you feel the search experience in minutes. The 14-day free trial is where you see real fit, your products, your theme, your shoppers.
Billing handled through Shopify. Cancel anytime.
Demo store access
Store URL
particlesearch-demo.myshopify.com
Password
demo
What to look for
Search response: under 20ms
The search infrastructure behind better storefront outcomes.
Faster retrieval, stronger typo recovery, deeper product discovery, cleaner catalog visibility, and a clearer review surface for search quality.
Features you’ll love, minus the complexity.
Typo-tolerant, tunable, and fast out of the box. No query language to learn.
Typo Tolerance
< 20msSpelling mistakes? Not a problem. Automatically corrects typos.
Tunable Ranking
Tailor results to perfection with flexible query-time ranking.
Filtering & Faceting
Slice and dice results by any attribute. Quick and precise.
Grouping & Distinct
Group similar variants. Keep results neat and tidy.
What your team sees after launch.
Search quality is inspectable, not hidden. Surface gaps, trends, and sync health.
Search Analytics
Trends, top queries, click-through rates, and overview metrics.
Search Quality Score
A single 0–100 score rating your search health based on coverage, engagement, and conversion.
Query Review
Find zero-result queries, low engagement, and gaps at a glance.
Product Analytics
See top-clicked and most-added products with query context.
What shoppers feel immediately.
Modal search, live facets, quick add, and corrected queries—all without a theme rebuild.
Modal Search
Live results as shoppers type. Instant, no page reload needed.
Full Page Search
Structured filters and sort for complex queries.
Search Suggestions
Auto-complete suggestions from product names, brands, and categories as shoppers type.
Quick Add
Add to cart directly from search results. One fewer click.
From catalog change to merchant clarity.
Search is only trustworthy when catalog movement, storefront discovery, and merchant review stay connected.
Shopify updates do not sit in limbo.
Products, prices, stock, and metadata move into search quickly so the storefront stays current.
Only storefront-valid products surface.
Search stays close to what shoppers can actually find and buy instead of drifting toward hidden products.
Your team can review what happened.
Demand gaps and sync questions become something your team can inspect rather than guess from shopper behavior.
See how catalog updates, storefront search, and merchant review fit together in the full lifecycle view.
See the product lifecycleSearch goes live in minutes, not theme edits.
Connect the app, approve billing, let the catalog sync, and move into a live search experience without theme-level busywork.
Approve the app
Connect ParticleSearch through the standard Shopify app flow.
Let the catalog prepare
Searchable product data starts moving into the search layer automatically.
Go live
The storefront search experience becomes usable without a manual theme rebuild.
What happens
Three automated phases - no theme edits, no Liquid code, no developer. The install path stays short and reversible.
Plans that scale with your catalog.
Every plan gets the same search engine. The difference is capacity, analytics depth, and support speed.
Every plan includes
Same search engine
Every plan uses the same core storefront search layer with 1–20ms response times.
Automatic sync
Shopify product and inventory changes flow into search through the webhook pipeline.
Full dashboard
Every plan includes search quality visibility and catalog sync review.
What changes between plans
- Annual billing removes overage charges and raises included limits by 10%.
- Plans differ on capacity, analytics retention, and support speed - not search quality.
- 14-day free trial on every paid plan.
pro
For growing stores that need faster search and visibility into missed demand.
Included capacity
50K searches · 15K updates · 5K SKUs
Analytics
30-day analytics retention
Support
2–3 business days
What is included
- Under 20ms search response
- Catalog sync in ~1 second
- Variant, SKU, and metadata indexing
- Dashboard: zero-result and no-click demand
- Typo-tolerant search
- Full-page search with filters
- Quick add from search
- Automatic Shopify sync pipeline
scale
For high-volume stores that need deeper analytics and more capacity.
Included capacity
250K searches · 75K updates · 25K SKUs
Analytics
90-day analytics retention
Support
1–2 business days
What is included
- Everything in Pro
- 5× the search and update capacity
- 90-day analytics horizon
- Faster support response
- Priority sync monitoring
enterprise
For multi-store teams that need custom capacity and dedicated infrastructure.
What you get
- Custom search, update, and SKU limits
- ParticleSearch API access
- Custom ranking and rollout planning
- Long-term analytics retention
- Multi-store support
- Dedicated cloud resources
- Priority support and solution design
Questions merchants ask before they install.
Clear answers on setup, storefront impact, analytics, and what to expect after install.
Still have questions?
We will help you figure out if this is the right fit.
Email us
Most merchants connect the app in a few minutes. After Shopify authorization and billing approval, ParticleSearch handles index setup and storefront activation automatically. Initial indexing time depends on catalog size.
That is the goal. ParticleSearch is designed to work across Shopify storefronts without turning setup into a theme project. If a specific storefront needs extra handling, the fix should live in the product, not in manual merchant work.
ParticleSearch is designed to load as an isolated search layer, so your theme does not need to carry the search work directly. The widget loads independently and the search requests run through the search API.
Faster retrieval (1 to 20ms), typo recovery, variant and metadata aware indexing, catalog sync (~1s), full page search with filters, quick add to cart, and a merchant dashboard that shows queries with no results, ignored results, and sync gaps.
Your dashboard shows search demand, queries with no results, ignored results, top clicked products, filter usage, and catalog sync review. Analytics retention depends on your plan: Pro includes 30 days, Scale includes 90 days.
Yes. Use the live demo store to try the modal search, full page results, and filtering. The best way to evaluate it properly is the 14-day free trial on your own catalog.
The best way to evaluate the dashboard is the free trial, you get full access in your own store context. If you want a walkthrough first, contact us and we will help.
Shopify handles billing securely during setup. ParticleSearch does not collect payment details directly, and charges only start after the 14-day trial ends on the plan you approved.
Installation is reversible. You can remove the app at any time from your Shopify admin. That is one reason the demo and free trial exist, so you can evaluate before committing.
No. ParticleSearch processes search and catalog data only. We do not ingest customer information or payment data. Access is OAuth-based with encrypted transport.
Ready to evaluate
Give your shoppers search that feels fast, accurate, and current.
14-day free trial. Billing handled securely through Shopify. Setup in minutes.