Public web data infrastructure

Make public data
AI-ready.

Structured. Retrieval-ready. Auditable.

One API for the public web — social, e-commerce, and web intelligence. Structured, vectorized, and provenance-tracked for agents and RAG. APAC-deep where others stop.

BUILT FOR AI TEAMS SHIPPING agents · RAG · market intelligence · trend models

3domains · one API
10B+records indexed / mo
<900msp95 search latency
99.95%SLA · enterprise
Three domains

The public web, in one schema

Not an AI tool — the data infrastructure layer of the intelligence era. Every record from every domain arrives structured, embedded, and traceable.

CapabilityQoviaWeb search APIsProxy & scraper platforms
APAC depth (Douyin / XHS / Shopee)NativePartial
Social + commerce + web, one schemaUnifiedWeb onlyPer-site tooling
Retrieval-ready vectors + MCPBuilt-inSearch onlyRaw HTML/JSON
Provenance per recordEvery record
Enterprise SLA + indemnificationStandard on annualVariesEnterprise tiers

Your agents are only as good
as what they can see.

Give them the public web — structured, fresh, and defensible.

Get your API key