01
Instant Discovery
Results update immediately as shoppers search, filter, and change discovery criteria.
Engineering Lab
Lab 02 • Search & Discovery
Smart Product Discovery
An interactive commerce search experience demonstrating instant results, faceted navigation, relevance, sorting, suggestions, and zero-result recovery.
Discovery Features
Instant search
Multi-select facets
Relevance sorting
Zero-result recovery
Interactive Experience
Explore product discovery
Search, combine facets, change sorting, trigger zero-results, and inspect product relevance.
Engineering Lab Demo • Simulated Search Data
Product Search
Find what matters faster.
Search across products, categories, attributes, and merchandising tags while refining results with live facets.
Popular:
8 results
What this lab demonstrates
The prototype uses simulated catalog data to demonstrate search and discovery patterns that can be connected to dedicated search platforms or commerce APIs.
02
Faceted Navigation
Category, price, and product attributes can be combined while maintaining clear active-filter state.
03
Relevance Patterns
Search terms are matched across product names, categories, tags, attributes, and keywords.
04
Search API Ready
The frontend interaction model can be adapted to Algolia, Elasticsearch, Commerce Search, SCAPI, or another search service.
Search & Discovery Engineering
Improve how customers find products.
YourForce.io engineers search, merchandising, product discovery, and commerce experiences designed around real customer journeys.
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