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Introduction

Acquiring structured data from the web at scale is hard — websites change constantly, anti-bot systems block requests, and traditional scraping APIs lock you into expensive subscriptions with rigid rate limits. WraithBytes is a multimodal web data acquisition platform that solves these problems with self-healing parsers, massive proxy infrastructure, and transparent token-based pricing.

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Why WraithBytes

  • Token Economics: Clean, noise-free outputs mean fewer tokens in your LLM context window — less hallucination, better results, lower cost.
  • Cost Efficiency: Pay only for what you use. 1 token ($0.0005) per standard fetch, 5–8 tokens with AI enrichment. 500 free monthly tokens included.
  • Self-Healing Parsers: Statistically generated from real page data, continuously monitored and auto-regenerated when sites change. Zero maintenance.
  • Unlimited Concurrency: No rate limits. The wraith-fleet scales from 1 to 10,000+ concurrent requests automatically.
  • One Endpoint: Send any URL to POST /api/v1/internet/fetch/ — the platform detects the site and applies the right parser.

Get Started

Make your first API request in minutes.

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Core Features

Token Economics

Clean, structured outputs strip noise from your LLM context window — fewer tokens, less hallucination, better results.

Cost Efficiency

$1 = 2,000 tokens. No subscriptions, no hidden fees, no pricing tiers. Pay only for successful requests.

Self-Healing Parsers

Parsers built from statistical page analysis and AI, continuously monitored and auto-regenerated. Force AI mode for instant extraction.

Unlimited Concurrency

No rate limits. Distributed wraith-fleet auto-scales to match any workload.

Proxy Infrastructure

80M+ residential and datacenter proxies with automatic IP rotation. Zero CAPTCHAs, zero blocks.

AI Enrichment

Add AI summaries, image transcription, and audio transcription to any fetch.

Deep Configurability

Control output formats, filters, custom JSON schemas, and more.

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Quick Example

Fetch and parse any URL with a single API call: 
curl -X POST https://web-acq.wraithbytes.com/api/v1/internet/fetch/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://www.linkedin.com/in/username",
    "options": {
      "json": true
    }
  }'

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What’s Next?

Quickstart

Get your first API call working

API Reference

Explore the fetch and results endpoints

Custom Web Parsers

See all supported platforms and parsers

Go SDK

Use the official Go client library