Intent-Aware Hybrid 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.
01
Exact keywords fail
02
Filters over-restrict
03
Synonyms are manual
04
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 possible results
How It Works
01
Query Understanding
Tokenization + attribute extraction + intent signals
02
Hybrid Retrieval
Keyword + filters + vector search
03
Reasoning Engine
Adaptive strategies to avoid zero results
04
Continuous Improvement
Driven by enriched product data (VaZtEnrich)
Key Features
Intent-aware search
Hybrid search (BM25 + vector)
Dynamic filter relaxation
Explainable results
Works with existing platforms
Why You Win
Traditional Search vs VaZtSearch
Traditional Search
VaZtSearch
✕ Keyword matching
→
✔ Intent understanding
✕ Static filters
→
✔ Adaptive strategies
✕ Manual tuning
→
✔ Self-correcting system
Integration
Deploy without replatforming
Drop in via API.
No infrastructure overhaul.
No infrastructure overhaul.
Works with your existing catalog
API-based integration
No vendor lock-in
Full control of your data