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Web Scraping & Data Extraction Practice

API-Based Data Extraction

Fast, lightweight data extraction by reverse-engineering mobile app APIs and private web endpoints—extracting clean JSON payloads 10x faster with 90% lower proxy compute costs.

View Milestone Pricing
Timeline: 1–2 Weeks
Starting from: $750
30-Day Warranty Included

What is API-Based Data Extraction?

Rendering full headless Chrome browsers is slow, resource-heavy, and expensive when scraping millions of records. Many modern websites and mobile applications communicate with underlying REST/GraphQL APIs that return pure JSON.

We inspect network traffic, decrypt mobile app payloads, and reverse-engineer private API endpoints. By querying these endpoints directly using lightweight HTTP clients (HTTPX / cURL-impersonate) and authentic session tokens, we extract millions of records at lightning speed.

Direct Backend JSON Extraction

Bypasses frontend HTML parsing for 10x faster extraction and pure structured JSON output.

Mobile App & GraphQL Reverse Engineering

Intercepts and replays mobile API signatures and GraphQL queries.

90% Lower Server & Proxy Bandwidth

No heavy browser rendering means minimal CPU, RAM, and proxy data consumption.

What's Included in Every Project

Full-scale data extraction deliverables designed for resilience, clean schema parsing, and scheduled delivery.

Reverse-Engineered API Client Source Code (Python / TypeScript)

Lightweight HTTP scripts querying private REST/GraphQL endpoints directly.

Mobile App Signature & Token Generator

Automated cryptographic request signing and HMAC header generator for mobile APIs.

TLS Fingerprint Impersonation (cURL-impersonate)

Matches authentic browser and mobile TLS handshakes to bypass Cloudflare and Akamai.

Automated Session & Token Refresh Handlers

Keeps authorization bearer tokens active without manual re-authentication.

High-Speed PostgreSQL & S3 Ingestion Hooks

Streams incoming JSON payloads directly into your database or cloud storage.

30-Day Break-Fix Warranty & API Signature Maintenance

Immediate script updates if the target API updates its header signatures.

Our 4-Step Scraping & Data Pipeline Process

Agile crawler engineering with rigorous anti-bot evasion testing.

01

Network Traffic & API Protocol Audit

We analyze mobile app and web network traffic, identifying endpoints, query parameters, and auth headers.

02

Signature Decryption & Token Generator Build

We reverse-engineer request signatures, configure TLS-client impersonation, and test raw JSON responses.

03

High-Concurrency Extraction & Ingestion QA

We test concurrent multi-threaded requests, benchmark response rates, and connect PostgreSQL storage.

04

VPS Deployment & Scheduling Handover

We deploy the lightweight extractor to your VPS with cron scheduling and hand over the code.

Technologies & Proxy Infrastructure

High-throughput crawling runtimes, residential proxy meshes, and databases.

PythonTypeScriptPostgreSQLDockerRedisCloudflare

Milestone-Based Investment Tiers

Fixed pricing with no hidden licensing fees. 100% code & dataset ownership upon completion.

Single API Extractor
$750
Timeline: 1 Week

Reverse-engineered API scraper for 1 target web or mobile backend endpoint with clean JSON delivery.

  • 1 Target Web / Mobile API Endpoint
  • Direct JSON Data Extraction
  • Automated Session & Token Refresh
  • TLS Fingerprint Spoofing
  • PostgreSQL / JSON Export
  • 30-Day Break-Fix Warranty
  • 100% Code Ownership
Most Popular
Multi-Endpoint Intelligence Suite
$1,550
Timeline: 2 Weeks

High-speed extraction across up to 4 complex GraphQL and mobile API systems with proxy rotation.

  • Up to 4 Private API Endpoints
  • Mobile App HMAC Signature Emulation
  • High-Concurrency Multi-Threaded Workers
  • Direct PostgreSQL / S3 Cloud Sync
  • Slack Error Webhooks
  • Priority 30-Day Support
  • Full GitHub Repo Access
Enterprise High-Velocity Stream
$2,950
Timeline: 3+ Weeks

Enterprise API extraction cluster harvesting millions of JSON records per hour with dedicated SLAs.

  • Millions of Records Hourly
  • Reverse-Engineered Native Mobile App Protocols
  • Dedicated Reverse Engineering Specialist
  • Custom WebSocket Data Streaming
  • 24/7 SLA Support Options
Need Something Unique?

Custom Enterprise & Bespoke Project Scope

Have specialized requirements, existing legacy architecture, dedicated SLA agreements, or custom team workflows? We analyze your technical scope and deliver tailored milestone estimates within 24 hours.

Related Scraping Case Studies

Proven large-scale crawling architectures delivered for our clients.

Extracted 250,000 Live Fare Quotes Hourly at 1/10th the Server Cost

Ride-Sharing & Delivery Fare Dynamic Estimator API Scraper

Reverse-engineered mobile app dispatch APIs to track real-time surge pricing across 8 metro areas.

PythonFastAPIRedisPostgreSQLDocker
10x Faster Extraction with Zero Headless Browser Overhead

E-Commerce Mobile App Private Catalog Harvester

Replayed mobile GraphQL signatures extracting 500,000 product SKUs in 18 minutes directly into S3.

TypeScriptCloudflare R2DockerPostgreSQL

Frequently Asked Questions

Common questions about api-based data extraction and our data extraction methodology.

Related Web Scraping Services

Explore other specialized data extraction solutions in our practice.

Custom Web Scraper Development

Tailored scrapers built for dynamic websites.

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Automated Scraping Pipelines

Scheduled pipelines delivering continuous data feeds.

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API Development & Integration

Custom REST & GraphQL API engineering services.

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Launch Your Data Pipeline

Ready to extract your api-based data extraction?

Specify your target domains and required data schema fields. Receive a feasibility assessment, test sample, and fixed milestone quote within 24 hours.