The Technology

From crawl to answer
in seconds

Four steps transform your website into an intelligent, conversational search experience. Here's exactly how the magic happens.

01

Crawl & Index Your Content

QuantSearch starts by crawling your website, just like Google does. Our intelligent crawler visits every page, extracts meaningful content, and strips away navigation, footers, and boilerplate.

Discovers all HTML pages from your starting URL
Renders JavaScript content (SPAs, React, Vue)
Extracts titles, headings, body text, and metadata
crawl-progress.log

/docs/getting-started

Indexed • 2.3kb

200

/docs/api-reference

Indexed • 8.1kb

200

/blog/latest-updates

Crawling...

Progress 127 / 156

User searches

"cancel subscription"

Semantic match found

How to End Your Membership

"cancel subscription" "end membership"

Semantic Similarity 94.7%
02

Generate Vector Embeddings

Here's where the magic happens. We convert your text content into vector embeddings - mathematical representations that capture the meaning of your content, not just the words.

These embeddings are created using large language models trained on billions of documents. They understand that "refund" and "money back" mean the same thing, even though they share no words in common.

03

Store in Vector Database

Your embeddings are stored in a high-performance vector database optimized for similarity search. When a user searches, we find the content whose embeddings are most semantically similar to their query.

Blazing fast search

Search thousands of pages in milliseconds

Isolated & secure

Completely separate from other customers

Auto-sync

Re-crawl on schedule to stay fresh

<1s
Response
99.9%
Uptime
Scale

Vector Database

AI Assistant Online
What's your refund policy?

Based on our documentation, we offer a 30-day money-back guarantee on all plans. Simply contact support to request a refund.

Source: Help Center → Billing
04

AI-Generated Answers

When someone asks a question, we don't just return links. QuantSearch uses a large language model to synthesize an answer from the most relevant content in your index.

Direct answers - not just links to pages
Source citations - every answer links back to your content
No hallucinations - only answers based on your docs

Traditional Search vs QuantSearch

See the difference semantic understanding makes.

Traditional Keyword Search

  • Only matches exact keywords
  • Questions don't work
  • Returns links, not answers
  • Requires manual synonym configuration

QuantSearch AI

  • Understands meaning and context
  • Natural questions work great
  • Returns direct answers with citations
  • Synonyms work automatically

Built for scale & security

Enterprise-grade infrastructure you can trust.

<1s

Search response time

99.9%

Uptime SLA

AWS

Hosted Infrastructure

TLS

Encrypted in Transit

Infrastructure

  • Hosted on AWS with multi-region redundancy
  • Global CDN for fast widget delivery
  • Automatic scaling for traffic spikes
  • Daily backups with point-in-time recovery

Security

  • All data encrypted at rest and in transit
  • Isolated data per organization
  • API keys with fine-grained permissions
  • Origin allowlisting for public search
Developer Friendly

Build your own integrations

While our widget works out of the box, developers have full control through our comprehensive REST API. Ingest content programmatically, build custom search UIs, or integrate QuantSearch into your existing workflows.

Ingest API

Push content directly via API - perfect for CMS integrations, custom crawlers, or real-time updates

Search & Chat API

Build completely custom search experiences, mobile apps, or embed AI answers anywhere

Webhook Events

Get notified when crawls complete, content changes, or analytics thresholds are hit

OpenAPI Spec

Full OpenAPI documentation - generate SDKs in any language automatically

Ingest content
POST /v1/sites/{siteId}/documents
{ "url": "https://docs.example.com/api", "title": "API Reference", "content": "Your content here..." }
Search & Chat
POST /v1/public/sites/{siteId}/chat
{ "message": "How do I authenticate?", "sessionId": "optional-for-context" }
View full API documentation

Ready to see it in action?

Try QuantSearch on your own site. Setup takes less than 5 minutes.