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Help shoppers find the right product and variant.
Bring SKU, barcode, model, option, availability, match evidence, swatches, and variant-aware buying actions into one searchable path.
The variant handoff
The right match should survive the path to cart.
Search evidence, product-card context, option selection, availability, and cart identity should reinforce one another.
Query
Identify
Evidence
Match
Option
Select
Product
Open
Cart
Confirm
The merchant answer
For complex catalogs, the product title is rarely enough. ParticleSearch keeps the identifier or option that matched visible through the result and carries that intent toward the purchasable variant.
Guides and field notes
Go deeper when the decision needs detail.
Use these practical guides for the context, merchant decisions, and acceptance tests behind the capability you are evaluating.
Variant search guide
Preserve exact SKU and option intent through the card, product page, and cart.
Product listing guide
Build product records that are easier to search, filter, and buy.
Inventory-aware search guide
Keep availability and discontinued-product policy visible in the result path.
Shopify search app
Evaluate the full storefront and merchant workflow on your catalog.
The path
Preserve exact intent from search box to buying action.
A shopper searching for a part number, colour, size, compatibility detail, or model should not have to reconstruct the same decision after the result appears.
Index the facts that identify the item
Search eligible product and variant titles, SKUs, barcodes, model numbers, options, brand, type, and useful metadata instead of relying on title text alone.
Show why the result is useful
Keep one compact piece of match evidence visible when the title does not explain the SKU, option, brand, product type, or description match.
Carry the selection forward
Use option cues, swatches, variant image previews, availability, quick add, and product-page handoff so the intended purchasable state remains clear.
Decision guide
Questions this capability should answer
Use these questions to decide whether this capability is the right next move for your store.
Can shoppers find the product by the fact they know?
Test SKUs, barcodes, models, options, brand, type, compatibility terms, and common misspellings against the eligible catalog.
Can shoppers tell which option matched?
Expose compact evidence, option cues, swatches, or variant imagery when those details are available and useful.
Will the cart receive the intended item?
Verify the product-page and quick-add handoff with the exact variant, availability, and cart identity. Result ranking alone cannot confirm the item that reaches cart.
What is included
Search that respects product and variant identity
Use the same catalog evidence for exact lookup, comparison, filtering, and the final add-to-cart decision.
SKU, barcode, and model lookup
Prioritise exact identifier evidence when a shopper knows the code, part number, model, or other precise product fact.
Variant-aware results
Keep option values, variant identity, availability, and searchable metadata close to the product result.
Relevant match evidence
Show one useful compact line when the title is not enough to explain why the product matched.
Swatches and image previews
Let shoppers inspect colour and option choices on the result card when the catalog supplies the required variant media.
Quick add with the right context
Move from a search result to an eligible variant selection and cart action without forcing a shopper to start over.
Availability and source boundaries
Keep storefront visibility, inventory policy, sale state, and source catalog facts distinct from the language used to find the item.
A useful boundary
Good product decisions include what the feature cannot solve.
ParticleSearch gives your team more evidence and control. It does not remove the need for accurate product data, a clear merchandising goal, or a review of the result on your own store.
- Search cannot invent a SKU, option, compatibility fact, price, or availability state missing from the Shopify source record.
- Variant selection and quick add still depend on the product data, theme handoff, and storefront cart behaviour being verified on the merchant store.
- Exact identifier success should be protected even when broader semantic or popularity signals are enabled.
Keep exploring
See how this fits with the rest of the product.
See it on your store
Give your team a clearer way to improve search.
Install through Shopify, enable the app embed in your published theme, and run one proof check on your own storefront. Eligible Shopify installs · Shopify confirms trial eligibility before approval. Billing remains handled through Shopify.