Professional Web Scraping Services

Web Scraping Services
Built for Scale

DataFlirt extracts structured, AI-ready data from any website — static or dynamic — at any scale. Serving startups, enterprises, and data teams across India, USA, UK, UAE, and Australia.

scrape_run.log Live
Targetecommerce-marketplace.com
Status✓ Crawling complete
Rows scraped5,917
Failed pages87
Duration129s
Outputproducts.json → S3
scrape_run.log Live
Targetecommerce-marketplace.com
Status✓ Crawling complete
Rows scraped5,917
Failed pages87
Duration129s
Outputproducts.json → S3
Proxy rotations142
CAPTCHAs solved3
Dedup removed214
Next runin 23h 59m
99%
Client Satisfaction
50+
Sites Scraped
3M+
Monthly Rows
96%
Efficiency Gain
◆ Enterprise Ready◆ SOC 2 Aware◆ GDPR Compliant◆ 99.9% Uptime◆ Global Coverage◆ 24/7 Monitoring◆ API-First Design◆ Managed Service◆ Real-Time Data◆ Custom Schemas◆ Open-Source Stack◆ Bengaluru HQ◆ Enterprise Ready◆ SOC 2 Aware◆ GDPR Compliant◆ 99.9% Uptime◆ Global Coverage◆ 24/7 Monitoring◆ API-First Design◆ Managed Service◆ Real-Time Data◆ Custom Schemas◆ Open-Source Stack◆ Bengaluru HQ
What & Why

What Are Web Scraping Services?

Web scraping services automate the extraction of structured data from websites. Instead of manually copying data, a web scraper — a program built with tools like Python, Playwright, or Scrapy — crawls web pages and collects the information you need: product prices, job listings, real estate data, news articles, financial records, sports statistics, and more.

Professional web scraping services like DataFlirt go further. We handle JavaScript-rendered pages, bypass anti-bot systems, manage proxy rotation, schedule recurring crawls, and deliver clean structured data in your preferred format — JSON, CSV, Excel, or directly into your database or cloud storage.

Whether you need a one-time dataset or a continuously updated data pipeline, our services are engineered to match your scale and budget — from ₹50K one-off scripts to enterprise-grade managed pipelines.

Why Businesses Use Web Scraping
📊
Competitive Intelligence
Track competitor pricing, product launches, and market positioning in real time.
🎯
Lead Generation
Extract business contacts, emails, and decision-maker data from directories.
🤖
AI & LLM Training Data
Build high-quality datasets to train, fine-tune, or RAG-augment AI and ML models.
📈
Market Research
Aggregate industry data, consumer sentiment, and trend signals at scale.
💰
Price Monitoring
Monitor prices across thousands of SKUs and marketplaces automatically.
Industry Coverage

Web Scraping Services by Industry

Specialised extraction solutions tailored to the data needs of every major sector.

🛒

eCommerce Web Scraping

Extract product listings, prices, reviews, availability, and seller data from Amazon, Flipkart, Shopify stores, and niche marketplaces.

Price monitoringReview miningCatalog data
Explore service →
✈️

Travel Data Scraping

Scrape hotel rates, flight prices, room availability, and travel package data from OTAs like Booking.com, Expedia, MakeMyTrip, and Agoda.

Flight pricesHotel ratesAvailability
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🏠

Real Estate Data Extraction

Collect property listings, agent profiles, mortgage rates, and market trends from MagicBricks, 99acres, Zillow, and Realtor.com.

ListingsAgent dataMarket trends
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Sports Data Scraping

Live scores, player stats, standings, fixtures, historical results, and advanced analytics from 500+ leagues across 200+ sports worldwide.

Live scoresPlayer statsBetting data
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🔍

Search Engine Scraping

Extract SERP data, keyword rankings, featured snippets, PAA boxes, and organic results from Google, Bing, and DuckDuckGo.

SERP dataRank trackingKeyword data
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📱

App Store Scraping

App listings, ratings, reviews, chart rankings, and ASO keyword data from the Apple App Store and Google Play Store.

App metadataReviewsRankings
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🍕

Food Delivery Scraping

Restaurant listings, full menus, pricing, delivery fees, ratings, and availability from Zomato, Swiggy, DoorDash, Uber Eats, and 200+ platforms.

MenusPricingDelivery metrics
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📉

Betting Odds Scraping

Live and pre-match odds from 100+ bookmakers. Line movement, arbitrage detection, margin tracking, and in-play data delivery.

Live oddsArbitrage100+ bookmakers
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💹

Finance & Stock Data

Scrape stock prices, financial filings, exchange rates, commodity prices, and economic indicators from financial platforms.

Stock dataFilingsEconomic data
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💼

Job Board Scraping

Aggregate job postings, salary data, required skills, and hiring trends from LinkedIn, Naukri, Indeed, and Glassdoor.

Job listingsSalary dataSkills demand
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🗂️

Business Directory Scraping

Extract company profiles, contact info, and reviews from Clutch, GoodFirms, IndiaMart, Crunchbase, Yelp, and Google My Business.

Lead dataCompany profilesReviews
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🎓

E-Learning Scraping

Scrape course catalogs, instructor profiles, pricing, reviews, and enrollment signals from Udemy, Coursera, edX, and 500+ platforms.

Course dataPricingReviews
Explore service →
Our Process

How Our Web Scraping Service Works

From brief to structured data delivery in days, not months.

01
Discovery Call

We understand your data needs, target websites, required fields, output format, and delivery schedule in a single focused call.

02
Scraper Development

Our engineers build custom scrapers using Python, Playwright, Scrapy, or Crawlee — optimised for your target site's specific anti-bot posture.

03
QA & Testing

Every scraper undergoes rigorous testing for accuracy, completeness, and resilience against anti-bot systems before handover.

04
Delivery & Monitoring

Data delivered in your preferred format — CSV, JSON, DB push — with ongoing monitoring and maintenance on managed plans.

Technical Stack

Enterprise-Grade Technical Capabilities

Built on proven open-source tools and cloud infrastructure — no vendor lock-in, no black boxes.

🔄
Rotating Proxy Management

Residential and datacenter proxy rotation to handle IP bans and rate limiting at any scale, with city-level geo-targeting.

🌐
JavaScript Rendering

Playwright and Puppeteer-powered browser automation for SPAs, React apps, and all dynamic content — rendered exactly as a real browser.

🍪
Session & Cookie Handling

Persistent session management to mimic real users, maintain login state, and reduce bot detection probability.

Async & Multithreaded Crawling

Python asyncio and multithreading for concurrent requests, maximising throughput across large target sites.

☁️
Serverless & Distributed

AWS Lambda and cloud-native deployments that scale on demand — from a handful of pages to millions per day.

🔐
CAPTCHA Solving

Automated CAPTCHA resolution using 2Captcha, CapSolver, and Anti-Captcha integrations — transparent to your pipeline.

🧹
Data Cleaning & Structuring

Raw HTML transformed into clean, validated, structured data — deduplicated, normalised, and ready for your pipeline.

📦
Flexible Data Delivery

JSON, CSV, Excel, XML, direct DB push, S3, GCS, Azure Blob, or SFTP. Data lands wherever your stack expects it.

🔁
Scheduled & Recurring Crawls

Set-and-forget scheduling at hourly, daily, or weekly intervals with change detection alerts for high-signal events.

Use Cases

What Can You Do With Scraped Data?

From price intelligence to AI training datasets — here's how organisations use web data.

Price Intelligence & Dynamic Pricing
Monitor competitor prices across thousands of SKUs in real time. Feed scraped pricing data into dynamic pricing engines to automatically protect margins and capture demand.
AI & LLM Training Datasets
Collect large volumes of structured text, product descriptions, reviews, and domain-specific content to train, fine-tune, or RAG-augment AI models and LLM applications.
Lead Generation & Sales Prospecting
Extract business contact data, decision-maker profiles, and company information from directories to power your outbound sales pipeline at scale.
Market Research & Competitive Analysis
Track competitor product launches, feature changes, pricing updates, and customer reviews across the web to stay ahead of market movements.
Alternative Data for Finance
Collect non-traditional signals — job postings, web traffic, review sentiment, app store rankings — to generate investment alpha and inform strategic decisions.
SEO & SERP Monitoring
Track keyword rankings, featured snippets, competitor content strategies, and SERP feature ownership at scale to drive organic search growth.
Why DataFlirt

Why Choose DataFlirt for Web Scraping?

🇮🇳
India-Based, Global Delivery

Bengaluru-based team serving clients in the US, UK, UAE, and Australia — competitive pricing with world-class engineering output.

🔓
100% Open-Source Stack

No vendor lock-in. We build on Python, Scrapy, Playwright, and Crawlee — tools you own and can extend freely.

⚖️
Ethical & Compliant

We only scrape publicly available data, operate within platform rate limits, and advise on GDPR and CCPA considerations.

🎯
Custom-Built Every Time

Every scraper is purpose-built for your target — no generic templates that break on the first anti-bot check.

🔧
Ongoing Maintenance

Websites change. On managed plans we monitor scrapers proactively and fix them when they break — no extra charge.

🚀
Fast Turnaround

Simple scrapers in 3–5 days. Complex multi-site pipelines within 2–3 weeks. We scope accurately so there are no timeline surprises.

Tools & Technologies

What We Build With

The full open-source scraping and data engineering stack — deployed on cloud infrastructure you can audit and extend.

PythonScrapyPlaywrightPuppeteerSeleniumCrawleeBeautifulSoup4lxmlRequestsaiohttpAsyncioNode.jsAWS LambdaDockerRedisPostgreSQLMongoDBBright Data2CaptchaCapSolverParquetBigQuerySnowflakeKafka
Pricing

Transparent, Flexible Pricing

Three engagement models to match how your team works with data.

Scraping Script
$2,249 starting

Custom scraper built, tested, and handed over to your team with one month of maintenance included.

  • High-performance Python scraper
  • 1 month maintenance support
  • Cloud database integration
  • Cloud deployment ready
  • Full source code handover
Get a Quote
Scraping Consulting
$150/hr

Expert advisory for architecture, audits, hiring, and data strategy. Min. 40 hours per engagement.

  • Tech stack consulting
  • Cloud architecture review
  • Data lifecycle audit
  • Team setup & hiring advisory
  • Data strategy consulting
Book a Session
FAQ

Frequently Asked Questions

Everything you need to know about working with DataFlirt.

Is web scraping legal?
Scraping publicly available data is generally legal — affirmed by the 2019 hiQ Labs v. LinkedIn ruling. Legality depends on the target site's terms of service, the type of data collected, and local laws. DataFlirt only scrapes publicly accessible data and advises clients to review applicable regulations for their specific use case.
What's the difference between web scraping and web crawling?
Web crawling is the process of systematically discovering and indexing URLs across a site. Web scraping is the extraction of specific data from those pages. In practice, most scraping projects do both — crawl a site to find all relevant pages, then extract target data from each.
How long does it take to build a custom web scraper?
Simple scrapers for single sites with no anti-bot protection: 3–5 business days. Complex scrapers targeting JavaScript-heavy sites, requiring CAPTCHA solving, or involving distributed multi-site pipelines: 2–4 weeks. We scope accurately before starting.
What formats can you deliver data in?
CSV, JSON, Excel (XLSX), XML, or direct database formats — PostgreSQL, MySQL, MongoDB. We also deliver to cloud storage: AWS S3, Google Cloud Storage, Azure Blob, or SFTP.
Can you scrape JavaScript-heavy or SPA websites?
Yes. We use Playwright and Puppeteer for full browser automation that renders JavaScript exactly as a real browser would — including React, Vue, Angular, and other SPA frameworks.
Do you provide script maintenance after delivery?
All script deliveries include one month of maintenance support. Extended maintenance is available as a separate engagement. On managed data-delivery plans, maintenance is included ongoing — we fix scrapers when target sites change.
How much does web scraping cost?
Scraping scripts start at $2,249 for a custom build. Managed data delivery pricing depends on volume, frequency, and complexity. Staff augmentation starts at $79/hr. See our pricing page for full details.
Do you offer one-time scraping?
Yes. We offer one-time data extraction projects — a single snapshot of a dataset — as well as ongoing recurring subscriptions. One-time projects are scoped and priced individually.
Get Started

Ready to Extract the Data You Need?

Tell us what you want to scrape. We'll scope the project, give you a timeline,
and deliver clean, structured data — fast.