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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ParticleSearch replaces slow, outdated Shopify search with a fast, typo-tolerant experience - and a dashboard that shows you exactly what shoppers are searching for and not finding.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. Atomic catalog builds and golden query regression checks keep every publish safe.
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, fix queue, revenue attribution, and A/B experiments surface in your dashboard so you can act on what search is missing and prove what works.
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.
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.
All 23 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 ready to review from the first query. No query language to learn.
Typo Tolerance
Recover from common spelling mistakes while keeping the result tied to shopper intent.
Semantic Search
When enabled, connect related product language instead of relying only on exact words.
Search Rules
Boost, pin, or hide specific products per query. Merchant-defined result overrides.
Smart Filter Profiles
Auto-generate filter settings per collection based on catalog analysis. Apparel gets size and color. Electronics gets specs and brand. No manual setup.
What your team sees after launch.
Search quality is inspectable, not hidden. Surface gaps, trends, and sync health.
Command Center
Context-aware dashboard home with status overview and a clear next action — whether that’s billing, catalog setup, fix review, or all clear.
Fix Queue
Prioritized list of search issues ranked by revenue impact and severity.
A/B Experiment Manager
Create and run controlled A/B tests on search and recommendations. Assign traffic percentages and compare variant performance.
Revenue Attribution
Connect available search touchpoints to completed orders and review the evidence around queries and results that appear in a purchase path.
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.
Content Search
Blog articles and Shopify pages appear alongside product results. Merchants control which content types are included.
Quick Add
Add to cart directly from search results. One fewer click.
Idle Discovery
Product suggestions and category shortcuts before anyone types a query.
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, sync issues, fix queue, revenue attribution, and experiment results 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.
Choose the capacity your catalog needs.
Same search engine on every plan. Compare capacity, analytics depth, and support speed on the full pricing page.
Pro
$99/mo
For growing stores ready to improve discovery.
Scale
$599/mo
For high-volume stores with deeper demand.
Enterprise
Custom
For multi-store teams and dedicated infrastructure.
See every feature, limit, and billing detail before you install.
View full pricingQuestions 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.
ParticleSearch combines typo and zero-result recovery, variant and metadata-aware indexing, catalogue sync, product recommendations, content search for pages and articles, full-page search with filters, quick add, idle discovery, and a merchant dashboard for query review, revenue attribution, experiments, and search-quality evidence.
Yes. Seven recommendation strategies are available: similar products, frequently bought together, trending, best sellers, new arrivals, complete the look, and cart cross-sell. They can appear in search results and as standalone recommendation blocks. All strategies work from your catalogue data.
Yes. A Shopify Web Pixel tracks completed orders and connects them back to the search session. Your dashboard shows attributed revenue, top revenue-producing queries, confidence tiers (direct match, session match), and rule impact before and after publishing changes.
Yes. Shopify pages and blog articles appear in search results alongside products. Merchants control which content types are included, how many results appear, and whether content opens in a new tab. Shoppers find guides, policies, and articles without leaving search.
Yes. The A/B experiment manager lets you create controlled tests on search ranking and recommendations. Assign traffic percentages between variants and measure CTR, orders, and revenue. Statistical evidence with confidence intervals tells you when a variant is ready to roll out.
Your dashboard shows search demand, zero-result queries with a prioritized fix queue, ignored results, top clicked products, filter usage, revenue attribution, experiment performance, trends, funnel analysis, filter combination analytics, 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, filtering, quick add, search suggestions, idle discovery, and product recommendations. 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.