Web Intelligence Layer · v0.1

The Web,
Structured.

HANAI converts raw search results into @entities, hierarchical folder paths, and trust scores - so you always know what you're looking at.

Live Demo

What HANAI Returns

Instead of raw links, every result becomes a structured entity with a path and a trust score.

POST /search · { "query": "buy running shoes" }

intent: transactional · 3 entities · 42ms

@amazon Verified

@amazon / india / fashion

Running Shoes – Amazon.in · 5 sources agree

@flipkart Verified

@flipkart / india / fashion

Sports Footwear – Flipkart · 3 sources agree

@myntra Safe

@myntra / india / fashion

Shoes Collection – Myntra · 2 sources agree

Architecture

Every query runs through a 6-step transformation pipeline, fully hosted — no setup required.

01 - INTENT

Query Classification

Detect whether the query is transactional, navigational, informational, or local.

02 - ENTITY

Domain → @Entity

Every domain maps to a canonical @entity. amazon.in and amazon.com both become @amazon.

03 - FOLDER

Path Construction

Each entity gets a structured path: @entity/region/service/category.

04 - TRUST

Trust Scoring

6 signals combine into a trust score: Verified, Safe, Unverified, Suspicious, or Dangerous.

05 - RANK

Trust-First Ranking

Results are ranked by trust + intent match. Dangerous results never rank above safe ones.

06 - OUTPUT

Structured JSON

Clean API response — entity, path, trust, and sources. Try it live in the Developer Portal.