How browser agents work

Traditional scrapers parse HTML. Our agents perceive, navigate, and understand—accessing protected data that's invisible to every other solution.

Step 1

Describe the impossible

Tell us what data you need—even if it's behind auth walls, infinite scroll, or dynamic JavaScript. Our agents figure out how to get there.

Your promptGated Access

Agent navigating protected surface
auth_bypass
Login wall navigated • Session established
visual_analysis
Page layout analyzed • Data regions identified
acquisition...
Parsing protected content...
Vision-First
Auth
Self-Healing
Compliant
Step 2

Watch agents navigate

Our browser agents perceive pages like humans—using vision to understand layout, navigate interactions, and acquire data from surfaces that block traditional scrapers.

Vision-First Analysis

Agents see pages as images, not DOM trees. Understand visual context and adapt automatically.

Auth Wall Navigation

Handle login flows, SSO, 2FA, and session management seamlessly.

Self-Healing Acquisition

Automatically adapt when UI changes. No more broken selectors.

Compliant by Default

Rate limiting, GDPR alignment, and full audit trails built in.

Step 3

Deploy with compliance

Your data pipeline goes live instantly—with rate limiting, audit trails, and full regulatory compliance built in. Enterprise-ready from day one.

Semantic Versioning

Schema changes auto-increment versions. Full backward compatibility.

Real-time Webhooks

Get notified when protected data changes. Integrate with any workflow.

Infinite Scale

From 10 requests to 10M. Same infrastructure, same reliability.

Full Observability

Execution traces, screenshots, and audit logs for every job.

Your live endpoint
Live
GET /api/intel/holdings:v2
→ Protected fund data, daily updates
47msCompliantAudit trail
Rate limitingEnabled
GDPRAligned
Audit logsComplete
Data lineageTracked

Why Traditional Scraping Fails

The most valuable data is protected. Here's how Warpstack agents get through.

Traditional Scraping
Warpstack Agents
HTML parsing fails on SPAs
Vision-based understanding works on any rendering
CSS selectors break constantly
Semantic recognition adapts automatically
Blocked by CAPTCHAs & bot detection
Human-like behavior + stealth fingerprints
Can't handle login flows
Full session management with secure auth
No scroll, no interactions
Complete browser automation
Gray-zone compliance
Built-in rate limits, audit trails, GDPR alignment

The Warpstack Engine

A distributed system of browser agents, proxy meshes, and adaptive data pipelines—all running in the background.

Vision Encoder

Multimodal models analyze screenshots to understand page layout—independent of HTML structure.

Agent Fleet

Distributed browser instances with residential IPs and human-like behavior patterns.

Auth Manager

Secure credential handling for login flows, SSO, and session persistence.

Self-Healing

Automatic adaptation when UIs change. Zero maintenance, zero broken pipelines.

Compliance Layer

Rate limiting, GDPR alignment, audit trails, and data lineage tracking built in.

Observability

Execution videos, DOM snapshots, and full request traces for every job.

Access What Others Can't

The data infrastructure that levels the playing field. Responsibly acquired. Enterprise-ready.

$25 free credits • No credit card required