🛒 eCommerce Search

Instant Autocomplete

Real-time search suggestions as customers type. Show products, categories, and brands instantly with image thumbnails and pricing.

Fast

Faceted Navigation

Multi-attribute filtering with count badges. Let customers refine by price, brand, color, size, rating, and custom attributes.

Typo Tolerance

Fuzzy matching corrects misspellings automatically. Find "iPhone" when customer searches "iPhon" or "iphome".

Smart

Synonyms & Stemming

Map "sneakers" to "shoes," "laptop" to "notebook." Language-aware search understands plurals and word variations.

Attribute Boosting

Promote high-margin products, new arrivals, or low-stock items. Custom relevance scoring for business goals.

Search Analytics

Track popular queries, no-results searches, and conversion rates. Optimize based on real customer behavior data.

Personalized Results

Tailor search results based on browsing history, past purchases, and customer preferences. Show most relevant products first.

AI Powered

Related Products

"Customers who bought this also bought..." Cross-sell and upsell recommendations based on collaborative filtering.

Recently Viewed

Show customer's browsing history across sessions. Help them return to products they were considering.

Frequently Bought Together

Bundle recommendations at product and checkout level. Increase average order value with intelligent bundling.

Trending Products

Showcase products gaining popularity. Real-time trending based on views, sales velocity, and social signals.

Similar Items

Find visually or attribute-similar products. Help customers explore alternatives and discover new items.

1. Search Audit

Analyze current search performance, identify gaps, review customer behavior, and benchmark against industry standards.

2. Data Modeling

Design optimal Elasticsearch index structure, map product attributes, configure analyzers, and set up relevance scoring.

Custom

3. Platform Integration

Connect to Shopify, WooCommerce, Magento, or custom platforms. Real-time product syncing and inventory updates.

4. Frontend Development

Build beautiful search UI with React, Vue, or your framework. Autocomplete, filters, sorting, and mobile optimization.

5. A/B Testing

Test relevance algorithms, UI variations, and recommendation strategies. Data-driven optimization for maximum conversions.

Optimize

6. Ongoing Optimization

Monitor analytics, refine synonyms, adjust boosting rules, and continuously improve search quality based on metrics.

Elasticsearch Cluster

Distributed architecture handles billions of products. Horizontal scaling for Black Friday traffic spikes.

Scalable

Redis Caching

Sub-millisecond response times with intelligent caching. Reduce Elasticsearch load and improve performance.

Real-Time Indexing

Product updates appear in search immediately. Kafka or RabbitMQ for reliable message queuing.

Analytics Pipeline

Capture search queries, clicks, and conversions. Feed data to machine learning models for continuous improvement.

High Availability

Multi-node clusters with automatic failover. 99.9% uptime guarantee with replica shards.

Global CDN

Serve search results from edge locations worldwide. Low latency for international customers.

Fashion Retailer (200K SKUs)

Before: 3-second search, 45% bounce rate, poor relevance

After: 50ms search, 28% bounce rate, 38% conversion increase

Result: $2.4M additional annual revenue from search

Industrial Supplier (1M SKUs)

Before: Technical part numbers difficult to find

After: Fuzzy matching, attribute search, autocomplete

Result: 52% increase in search-to-purchase rate

Online Bookstore (500K Titles)

Before: Basic keyword search with no personalization

After: AI recommendations, author/series grouping

Result: 67% higher average order value, 3.2 books per order