Intent-Aware Hybrid Search
Own Your Search.
Own Your Search.
Deliver What Customers Mean.
VaZtSearch combines structured filters, semantic understanding, and reasoning-based retrieval to turn intent into conversions.
The Problem
Search is broken in most ecommerce sites
Your customers don't search in keywords. They search in intent.
Exact keywords fail
Filters over-restrict
Synonyms are manual
Zero-result queries kill conversions
The Solution
VaZtSearch understands
What the user is asking
What attributes matter
When to relax constraints
How to retrieve the best results
Workflow
How It Works
Query Understanding
Tokenization + attribute extraction + intent signals
Hybrid Retrieval
Keyword + filters + vector search
Reasoning Engine
Adaptive strategies to avoid zero results
Continuous Improvement
Driven by enriched product data (VaZtEnrich)
Features
Key Features
Intent-Aware Search
Hybrid Model (BM25 + Vector)
Dynamic Filter Relaxation
Explainable Results
Platform-Agnostic Integration
Why you win
Traditional Search vs VaZtSearch
Traditional Search
- ✕Keyword matching only
- ✕Static, rigid filters
- ✕Manual synonym tables
- ✕Zero-result dead ends
- ✕Constant manual tuning
VS
VaZtSearch
- ✔Intent understanding
- ✔Adaptive filter strategies
- ✔Automatic semantic expansion
- ✔Always returns relevant results
- ✔Self-correcting system
Integration
Deploy without