One engine for every surface.

Webraptor unifies headless execution, DOM reconstruction and behavioural telemetry behind a single JSON contract, so your models receive clean structure instead of raw markup.

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smart_toy

Agentic Execution

Distributed headless agents plan their own extraction path, retry on obstruction and escalate only when a page genuinely resists.

agent.plan() → 12 steps resolved

data_object

Structured Extraction

Every capture lands as schema-validated JSON with deterministic field ordering, ready for downstream pipelines without post-processing.

schema.parse() → 0 violations

account_tree

Deep DOM Penetration

Nested iframes, pierced shadow roots and hydrated React/Vue trees unroll into one clean interactive tree with stable node paths.

shadowRoot.deepen() → 42 micro-frontends

insights

Behavioural Telemetry

Pointer paths, keystroke cadence and viewport geometry are logged per session as replayable state vectors.

telemetry.vectors() → 1,204 events

vpn_lock

Egress Fabric

Residential and datacentre pools rotate per request with TLS fingerprint alignment so sessions stay coherent.

egress.rotate() → 1,402 nodes

verified_user

Contract-First Output

Versioned schemas and signed payloads keep consumers stable across engine upgrades — no silent shape changes.

contract.version() → v2.4.0

pipeline.json

STREAMING

{
  "session_id": "wr_pipeline_8x29a",
  "target_domain": "app.hypertech.io",
  "stages": [
    { "name": "hydrate",   "ms": 412 },
    { "name": "reconstruct", "nodes": 12840 },
    { "name": "validate",   "violations": 0 }
  ],
  "confidence_score": 0.9998
}