Web Scraping · Data Extraction · AI-Ready Datasets
Crawl Websites.
Extract Data.
Scale Your Business.
DataFlirt responsibly extracts structured data from static sites, dynamic web apps, and mobile APIs — at unparalleled speed, from Bengaluru to the world.
crawler.py — DataFlirt
# Initialising crawl session... target="ecommerce-platform.com" mode = "headless_browser" proxies = "residential_rotate" output = "s3://your-bucket/run_001/" # ── Live status ────────────────────────── pages_crawled : 14,829 ✓ records_parsed : 127,443 ✓ captchas_solved: 312 ✓ errors : 0 ✓ elapsed : "4m 22s" # ── Delivery ───────────────────────────── status : COMPLETE export : "products.parquet" → S3 webhook : "200 OK" ✓ delivered ▌
◆ Enterprise Ready◆ SOC 2 Aware◆ GDPR Compliant◆ 99.9% Uptime◆ Global Coverage◆ 24/7 Monitoring◆ API-First◆ Managed Service◆ Real-Time Data◆ Custom Schemas◆ Bengaluru HQ◆ Open-Source Stack◆ Enterprise Ready◆ SOC 2 Aware◆ GDPR Compliant◆ 99.9% Uptime◆ Global Coverage◆ 24/7 Monitoring◆ API-First◆ Managed Service◆ Real-Time Data◆ Custom Schemas◆ Bengaluru HQ◆ Open-Source Stack
What We Do
Responsible Data Extraction, Built for Scale
DataFlirt is a Bengaluru-based web scraping and data extraction company serving AI teams, research organisations, and data-driven businesses globally. We extract structured data from any publicly accessible source — static HTML, JavaScript-rendered SPAs, mobile app APIs, or PDFs — and deliver it clean, structured, and ready to use.
We're not a generic proxy reseller or a SaaS dashboard you configure yourself. We're engineers who build, operate, and maintain bespoke scraping pipelines on your behalf — with the technical depth to handle any target site, at any scale, with any output format your downstream systems require.
PythonPlaywrightPuppeteerScrapyBeautifulSoup4aiohttpAsyncioNode.jsCrawleeSeleniumRedisPostgreSQLBigQuerySnowflakeAWS LambdaDockerBright Data2CaptchaParquetPandas
50+
Websites Scraped
3M+
Monthly Data Rows
99%
Client Satisfaction
96%
Efficiency Gain
Services
Data Extraction for Every Industry
View All Services →Anti-Blocking Infrastructure
Built to Defeat Every Blocker
Modern websites fight back. Our infrastructure is purpose-built to overcome every anti-scraping measure deployed by high-resistance targets.
Rotating Proxies
Residential and datacenter proxy rotation with city-level geo-targeting across 150+ countries — keeping your scrapes invisible.
JS Rendering
Full headless browser automation via Playwright and Puppeteer for React, Angular, Vue, and any JavaScript-heavy site.
Session Management
Cookie handling, login flows, and session state management that dramatically reduce bot-detection probability.
Fingerprint Masking
Randomised browser fingerprints, TLS profiles, and behavioural patterns that mimic authentic human sessions.
High Throughput
Async, multithreaded pipelines built on Scrapy, aiohttp, and distributed architectures that scale to millions of pages a day.
Smart Retry Logic
Adaptive retry queues, backoff strategies, and failure alerting ensure near-zero data loss even on unstable sources.
Process
From Brief to Clean Data, Fast
A five-step engagement model built for speed, clarity, and zero surprises.
01
Scoping Call
We learn your target sources, required fields, volume, delivery format, and refresh cadence — no assumptions.
02
Pipeline Build
Our engineers build scrapers tuned to your exact sources, handling anti-bot systems, pagination, and dynamic content.
03
Pilot Delivery
You receive a sample dataset for review. We refine schema, field names, and cleaning rules until output matches your spec.
04
Production Run
Scraping goes live on your schedule. Data lands in your preferred destination — S3, database, webhook, or API.
05
Monitor & Maintain
We watch for layout changes, site updates, and failures — fixing issues proactively before they affect your pipeline.
Sample Delivery
products.json
"status": "success", "source": "ecommerce-platform.com", "run_id": "df_run_20250315_001", "extracted": 127443, "schema": "v2.4", "records": [ "id": "SKU-48291", "title": "Wireless Noise-Cancelling Headphones", "price": 4299.00, "currency":"INR", "rating": 4.6, "reviews": 2847, "in_stock":true ], "delivered_to": "s3://bucket/run_001"
Why Open-Source Tools Save You Money
We don't lock you into expensive proprietary scraping platforms. DataFlirt deploys lean, maintainable scraping architecture using the best open-source Python and JavaScript libraries — Scrapy, Playwright, Crawlee, BeautifulSoup4, and more. You get enterprise-grade output without enterprise-grade vendor contracts. When your data needs evolve, the stack evolves with you.
FAQ
Common Questions
Everything you need to know before reaching out.
Is web scraping legal?
In 2019, a landmark US court ruling affirmed that scraping publicly available data is generally lawful. We operate responsibly — respecting robots.txt directives, rate limits, and platform terms. We recommend reviewing your jurisdiction's laws before any scraping project.
What kinds of websites can you scrape?
Static HTML, JavaScript-rendered SPAs (React, Angular, Vue), paginated catalogs, sites with login flows, mobile app APIs, and PDFs — if data is publicly accessible or you hold a valid session, we can extract it.
Do you offer one-time scraping or only subscriptions?
Both. One-time data extraction projects are available alongside ongoing managed scraping subscriptions. Contact us to discuss the right model for your use case.
What output formats do you support?
JSON, CSV, NDJSON, Parquet, and direct delivery to PostgreSQL, BigQuery, Snowflake, AWS S3, and most major data warehouses. We adapt to your stack.
How do you handle sites that block scrapers?
Residential proxy rotation, CAPTCHA-solving infrastructure, browser fingerprint randomisation, and adaptive rate limiting. Our infrastructure is purpose-built for high-resistance targets.
Get Started
Get The Data You Need
Tell us what you want to extract and where you want it delivered. We'll scope, build, and run your data pipeline — so you can focus on using the data.