⚡ Unified Web & Native Mobile App Crawling Infrastructure
Exclusive Launch 1st Project Development Fee: $0.00 (Zero Setup Cost) — Unlimited Web & Mobile App Feeds Included!

Enterprise Web & Mobile App Crawling
Engineered for Accuracy & Scale.

Crawlexa collects, validates, and streams mission-critical data from modern websites and native mobile applications (iOS & Android) directly into your database, analytics warehouse, or LLM pipelines. Near-zero (<0.01%) proxy blocks, automated mobile session emulation, enterprise-grade compliance.

★★★★★ Production-Proven Pipeline • 99.8% Extraction Accuracy SLA
Talk to an Engineer
Web & Mobile App Unified Feeds
Automated Challenge Resolution
SOC 2 Aligned & GDPR Compliant
crawlexa-pipeline-v4.py
Example API Output
Python SDK
Mobile App Stream
cURL API
Node.js Stream
3.2B+
Pages Crawled Monthly
99.85%
Schema Accuracy & Fidelity
45M+
Ethical Residential IP Pool
< 4 Hours
Average Sample Turnaround
Trusted by fast-moving engineering and data teams worldwide
SYNAPSE AI
OMNICOMMERCE
APEX QUANT LABS
VALKYRIE DATA
NEXUS INSIGHTS
Dual-Engine Architecture

Co-Equal Ingestion Engines:
Browser Web Crawling & Native Mobile App Streams

Enterprise data lives across two distinct environments: browser-rendered web storefronts and proprietary native mobile apps. Crawlexa provides dedicated engines for each, unifying output into standardized schemas.

Web Crawling Engine BROWSER MESH

Enterprise Web Crawling & Scraping

Distributed headless browser clusters designed for high-concurrency discovery across complex dynamic single-page applications (SPAs), heavy JavaScript frameworks, and deep web catalogs.

  • Headless Chromium & Playwright Clusters: Full client-side DOM rendering for React, Vue, Next.js, and Angular storefronts.
  • Anti-Bot & Challenge Resilience: Seamlessly resolves Cloudflare Turnstile, DataDome, Akamai, Imperva, and PerimeterX challenges in the background.
  • Infinite Scroll & Geo-Targeting: Automated pagination traversal, zipcode-specific cart simulations, and 45M+ residential IP pool rotation.
Playwright v1.48 Chromium 130 Residential IPs DOM Anomaly AI TLS Harmonization
Mobile App Extraction Engine NATIVE iOS & ANDROID

Native Mobile App Reverse Engineering

Harvest in-app exclusive data, lightning deals, and quick-commerce darkstore stock straight from private mobile REST, gRPC, and Protobuf APIs that never appear on public websites.

  • Mobile Network Session Emulation: Automated ARM runtime sandboxing and trusted keystore instrumentation handle custom certificate pinning and encrypted payloads.
  • HMAC & Device Signature Generation: Emulates genuine iOS/Android device signatures (IMEI, IDFA, Android ID, carrier headers, OAuth handshakes).
  • In-App Exclusive Pricing & Darkstore ETA: Capture micro-location delivery ETA, live grocery stock, and mobile-only coupons (Instacart, Blinkit, Zepto, TikTok Shop).
ARM Sandboxes Frida Runtime Session Emulation & Pinning gRPC / Protobuf Device Emulation
Core Capabilities

One Comprehensive Partner for
Every Web & Mobile App Data Pipeline

From tailored one-off datasets to petabyte-scale continuous streaming pipelines, Crawlexa eliminates scraper and mobile extractor maintenance so you can focus on building.

Managed Web Scraping

Complete end-to-end extraction handled by dedicated data SREs. We inspect, parse, normalize, and deliver pristine records without your team touching scrapers.

  • Automated DOM change healing
  • Custom normalized schemas (JSON, Parquet, CSV)
  • Human-in-the-loop QA validation
Deep Dive Managed Services

Enterprise Web Crawling

Built for massive deep-web discovery across hundreds of millions of URLs. Handles complex JavaScript, SPAs, infinite scroll, and geo-targeted pagination at scale.

  • High-concurrency distributed crawler mesh
  • Smart deduplication & canonical resolution
  • Scheduled delta & incremental crawls
Explore Crawling Infrastructure

AI & LLM Training Datasets

Curated, domain-specific web text, conversation transcripts, multimodal image-text pairings, and synthetic evaluation benchmarks designed for foundation model training.

  • Toxicity & PII stripping algorithms
  • RAG-ready embeddings & chunked tokens
  • Complete provenance & license audit logs
View AI Dataset Services

Real-Time Scraping API

Query live public websites via simple REST endpoints with automated IP rotation, JS rendering, and Cloudflare/DataDome challenge solving handled under the hood.

  • Sub-second response latency
  • Pay only for successful HTTP 200 responses
  • Webhook support for asynchronous batch jobs
Explore Developer API

eCommerce & Market Intelligence

Real-time marketplace monitoring across Amazon, Walmart, Target, and TikTok Shop. Track pricing, inventory levels, seller listings, MAP compliance, and product reviews.

  • Real-time Buybox winner tracking
  • Out-of-stock & inventory depletion alerts
  • Historical price change analytics
View Retail Intelligence

Mobile App Data Extraction

Direct extraction from iOS and Android mobile app ecosystems without relying solely on web interfaces. Ideal for delivery apps, quick commerce, and social commerce apps.

  • Mobile session emulation & signature generation
  • Micro-location & zip-code specific pricing
  • App-only discounts & flash sales detection
Learn About App Scraping
Interactive Schema Demo

Explore Structured Extraction
Interactive Schema Demo

Select an enterprise data source below to inspect normalized schema specifications, explore sample structured payloads, and experience Crawlexa's data fidelity in this interactive demo.

Pipeline Architecture Specs
Target PlatformAmazon Marketplace US
Extractor TypeMulti-Region ASIN Harvester
Anti-Bot DefenseCloudflare & Imperva Resilience
Schema VersionRetail.Unified.v4
Throughput1,200 req/sec
NORMALIZED_DEMO_PAYLOAD
{
  "platform": "amazon_us",
  "asin": "B0DC8L321A",
  "product_title": "Enterprise Active Noise Cancelling Headphones v4",
  "brand": "AcoustiX Pro",
  "current_price": 249.99,
  "list_price": 299.00,
  "currency": "USD",
  "stock_status": "IN_STOCK",
  "stock_quantity": 42,
  "buybox_winner": {
    "seller_name": "Official Audio Direct",
    "seller_id": "A1B2C3D4E5",
    "fulfillment": "FBA"
  },
  "average_rating": 4.8,
  "review_count": 14280,
  "bsr_rankings": [
    {
      "category": "Electronics",
      "rank": 14
    },
    {
      "category": "Over-Ear Headphones",
      "rank": 2
    }
  ],
  "map_violation": false,
  "last_crawled_at": "2026-10-14T23:18:42Z"
}
Universal Coverage

Pre-Engineered Connectors for
Leading Global Platforms

We maintain battle-tested extractors for the world's most sophisticated domains. If your target isn't listed, we engineer custom extractors in 48 hours.

AMZ
Amazon
Web & Mobile App
WMT
Walmart
Web & Mobile App
INS
Instacart & DoorDash
Hyperlocal Mobile App
QCK
Blinkit & Zepto
Quick-Commerce App
TTK
TikTok Shop
Native App Stream
TGT
Target
Web & Mobile App
SHP
Shopify
Direct Brands
APP
Play Store & App Store
App Store ASO & Reviews
EBY
eBay
Live Auctions & App
ZIL
Zillow & Redfin
Web & Mobile MLS
IND
Indeed & LinkedIn
Hiring & Talent Trends
GGL
Google Maps
POIs, Leads, Reviews
BMB
Financial Portals
SEC, Yahoo, Bloomberg
Seamless Onboarding

From Target URLs to Warehouse
In 4 Streamlined Steps

No complicated scraper setups, proxy negotiations, or code upkeep. Here is how your data pipeline goes live.

01

Scope & Schema Definition

Share your target websites, specific data attributes, update cadence, and delivery destination. We confirm technical feasibility immediately.

02

Free Sample Validation

We deliver a 1,000-record production sample for your team to inspect data types, edge cases, and schema fidelity before committing.

03

Autonomous Scaled Crawl

Our distributed browser clusters spin up across global residential proxies with automated human-mimicking workflows and challenge resilience.

04

Direct Automated Ingestion

Clean, validated records are pushed to your Amazon S3, Snowflake, BigQuery, or Webhook destination on your requested frequency.

Strategic Advantage

Why Enterprise Data Leaders
Choose Crawlexa Over DIY Scrapers

Building and maintaining web scrapers in-house wastes valuable engineering cycles on proxy rotations, CAPTCHA solvers, and broken DOMs.

Capability & TCO Factor Crawlexa Managed Service In-House Engineering Team Generic Scraper Tool
Web & Native Mobile App Coverage ✓ Unified Web DOM + Native iOS & Android App Streams ✗ Web HTML only (App reverse engineering too specialized) ✗ Web HTML only (No native mobile app extraction)
Dedicated Engineering Time ✓ 0 Dev Hours (Fully Managed by Crawlexa SREs) ✗ 20–35 hrs/week per engineer ($140k–$220k/yr salary loaded) ⚠ Developer must write & maintain extraction scripts
Proxy Infrastructure & Bandwidth ✓ 100% Included (45M+ Residential & Mobile IP Pool) ✗ $800–$3,000/mo extra for commercial proxy subscriptions ✗ Billed per GB ($8–$15/GB overage fees apply)
Headless Browser & Challenge Solvers ✓ Autonomous Browser Mesh (Zero infrastructure overhead) ✗ $500–$1,500/mo AWS EC2 server cluster & solver API licenses ⚠ Frequent Cloudflare & DataDome blocking
DOM Break Remediation ✓ 24/7 Automated Anomaly Detection & Patch SLA ✗ Pipeline halts until in-house engineer debugs site changes ✗ Broken feeds until manual selector redesign
Time to Production Data ✓ 24–48 Hours (Sample delivered in < 4 hours) ⚠ 3–8 Weeks initial pipeline development cycle ⚠ 1–2 Weeks self-serve setup and testing
Total Monthly Cost of Ownership (TCO) ✓ Predictable from $350/mo (All-Inclusive) ✗ $14,000+ / mo (Salary + Proxies + Cloud Servers) ⚠ $900–$2,500/mo (Software fee + proxy overages)
Compliance & Governance ✓ SOC 2 Aligned, GDPR/CCPA Framework, Public Non-PII ⚠ Unmitigated internal legal & compliance liability ⚠ Unclear data provenance & liability disclaimers
Transparent Pricing

Calculate Your Custom
Web Data Pipeline Investment

Estimate monthly pricing based on your required page volume and scraping refresh frequency. No hidden setup fees or surprise proxy bills.

Configure Monthly Scope

Slide to your estimated monthly page extraction volume:

Estimated Target Pages: 500K records/month
Includes direct export to Amazon S3, Google BigQuery, Snowflake, Azure, or REST Webhooks with zero transfer fees.
💡 Metrics Explained: A Page represents an HTTP/DOM render. A Record is a verified extracted item. Flat rate of $0.0014 per record ($1.40 per 1,000 records). Extra usage: $0.0014/record.
Scale Pro
$700 / month
All-inclusive: proxies, browser clusters, and DOM maintenance
  • 99.8% Extraction Success SLA
  • Unlimited Residential Proxy Bandwidth
  • Continuous DOM Schema Maintenance
  • Dedicated Technical Account Lead

Native Direct Deliveries Where Your Team Operates

Amazon S3
Snowflake
Google BigQuery
Azure Data Lake
Real-Time Webhooks
Kafka Streams
Customer Impact & Case Studies

Engineered to Support Teams
Whose Revenue Relies on Data

Measurable production outcomes delivered for enterprise ecommerce, foundational AI, and retail brands.

Omnichannel eCommerce

Tier-1 Electronics Retailer

4M SKUs / Day
Delivered directly to Snowflake cluster with 0 schema breaks

Challenge: An internal team of 3 data engineers spent 25+ sprint hours weekly repairing brittle web scrapers across Amazon, Walmart, and Target.

Outcome: Crawlexa completely offloaded crawler maintenance. Achieved a 62% reduction in proxy and cloud infrastructure costs with automated DOM break healing.

Pipeline: Daily Multi-Platform Catalog Harvest • Format: Parquet to Snowflake
Foundation AI & LLMs

Specialized AI Research Lab

120M Clean Docs
Tokenized JSONL dataset with complete license provenance in 10 days

Challenge: Training a domain-specialized language model required petabyte-scale multilingual public web data filtered for quality, boilerplate removal, and copyright exclusion.

Outcome: Distributed crawler mesh executed across 18 target regions, delivering 120M deduplicated documents to Amazon S3 within 10 calendar days with 99.85% schema validity.

Pipeline: High-Throughput Web Mesh • Delivery: Amazon S3 (JSONL format)
Brand Protection & MAP

Global Consumer Brand Portfolio

< 15 Min SLA
Real-time MAP violation detection across 1,400 marketplace SKUs

Challenge: Unauthorized reseller discounting and unauthorized Buybox undercutting were eroding brand pricing power and retail relationships.

Outcome: Hyperlocal hourly price and seller tracking with automated timestamped screenshots. Enabled immediate brand enforcement, protecting an estimated $1.2M in annual brand equity.

Pipeline: Hourly Hyperlocal Monitoring • Webhook Alerting
Frequently Answered

Questions Teams Ask
Before Starting With Us

Clear answers to your technical, legal, and operational questions regarding enterprise data extraction.

How does Crawlexa handle aggressive anti-bot systems like Cloudflare and DataDome?
We employ a multi-layered resilience architecture combining browser fingerprint harmonization, TLS protocol alignment, and automated challenge resolution powered by a pool of 45M+ residential and mobile IP addresses. We mimic natural browsing patterns and authentic handshakes, targeting an extraction success rate over 99.8%.
Can we request a custom sample dataset before entering a contract?
Absolutely. We believe in proving our data quality before any long-term commitment. Share your required website URLs, desired schema fields, and delivery format, and our engineers will provide up to 1,000 verified sample records within 4 business hours free of charge.
What happens if a source website changes its layout or blocks requests?
Every crawl job runs with automated anomaly telemetry. If DOM changes or selector shifts occur, our 24/7 site reliability team detects the degradation immediately and deploys parser patches, ensuring unbroken pipeline delivery within our guaranteed SLA.
Can Crawlexa extract data from native iOS and Android mobile apps as well as websites?
Yes, absolutely. Crawlexa maintains dedicated mobile engineering clusters. We analyze mobile network protocols (REST, gRPC, Protobuf), emulate secure mobile sessions and certificate validation via automated ARM sandboxes, generate authentic HMAC device signatures, and extract in-app exclusive pricing, darkstore delivery ETAs, and localized stock that never appear on public websites (e.g. Instacart, Blinkit, Zepto, TikTok Shop).
Is web data extraction legal and compliant?
Yes. Crawlexa operates strictly within ethical public data collection frameworks and data privacy regulations. We harvest exclusively publicly accessible web information that is available to any standard browser user without bypassing authentication walls, login requirements, or paywalls. We never collect non-public Personally Identifiable Information (PII) or confidential account data. Our collection pipelines enforce respectful rate-limiting, observe server capacity signals, and adhere to global compliance mandates including GDPR, UK GDPR, and California CCPA/CPRA. See our published Acceptable Use Policy for full compliance guidelines.
How are deliveries scheduled and formatted?
Deliveries can be continuous streaming via REST API / Webhooks, or automated batched dumps (hourly, daily, weekly, monthly) delivered directly to AWS S3, Google Cloud Storage, BigQuery, Snowflake, Azure, or SFTP in JSON, NDJSON, Parquet, or CSV formats.

See What a High-Precision
Web Data Pipeline Can Unlock

Stop losing developer hours to broken scrapers and blocked proxies. Let Crawlexa handle the complex harvesting while your team acts on the intelligence.

Schedule Engineering Consultation