Data Scraping & Research

Turn Public Data Into
Business Intelligence.

We collect, clean and structure publicly available data from the web — business directories, government portals, market data, and competitor intelligence — delivered as clean, ready-to-use datasets.

100% legal · Public data only · DPDP & GDPR compliant

Discuss Your Data Needs How We Work

We Only Scrape What Is Public & Permitted

Every project begins with a legal review of the target website's Terms of Service and robots.txt. We do not access login-protected pages, collect personal data, or violate any platform's crawl policies. If a source prohibits scraping, we tell you upfront and suggest compliant alternatives.

What We Collect

Data Sources We Specialise In

All sources are publicly accessible — no credentials, no private APIs, no terms violations.

Business Directory Data

Collect company names, addresses, contact details, and business categories from publicly listed directories like Justdial, IndiaMART, Google Maps business listings, and government trade portals.

  • Company name & category
  • Public contact info
  • Location & region
  • Industry classification

Competitor & Market Pricing

Track publicly displayed prices, product listings, and availability from competitor websites and e-commerce platforms — updated on your schedule.

  • Price monitoring
  • Product availability
  • Feature comparison
  • Historical trend tracking

Government & Public Records

Extract data from government portals — tender listings, regulatory filings, court records, land registry, and public procurement notices that are open for public access.

  • Tender & bid data
  • Regulatory filings
  • Public procurement
  • Land & property records

News & Media Monitoring

Aggregate news articles, press releases, and media mentions from public news portals to track brand mentions, industry news, or competitor activity.

  • Keyword-based monitoring
  • Sentiment tagging
  • Source deduplication
  • Scheduled delivery

Real Estate & Property Data

Scrape publicly listed property data from real estate portals — listings, prices, locations, and agent information to support market research or lead generation.

  • Listing price & type
  • Location & pincode
  • Agent/developer info
  • Historical price data

E-Commerce Intelligence

Collect publicly available product data, reviews, ratings, and category structures from e-commerce platforms to power catalogue management, pricing strategy, or market research.

  • Product titles & SKUs
  • Public ratings & reviews
  • Category mapping
  • Stock status
Rules We Follow

Our Compliance Principles

Legal data collection is not optional — it is the foundation of every project we take on.

Public data only

We only access pages that do not require login, authentication, or any form of account access. No scraping behind paywalls, login walls, or access-restricted content — ever.

robots.txt respected

Before any scraping begins, we review the target site's robots.txt file and honour all disallow directives. We do not override or circumvent crawl restrictions.

Rate limiting & polite crawling

We configure crawl delays and request intervals to avoid overloading servers. Our crawlers behave like responsible visitors — not aggressive bots.

No personal data collection

We do not collect personally identifiable information (PII) such as Aadhaar numbers, email addresses, phone numbers, or any individual-level private data. DPDP Act (India) and GDPR compliant.

Terms of Service review

We perform a legal review of each target website's Terms of Service before commencing any project. If a site prohibits scraping, we advise alternative data acquisition methods.

No copyright infringement

Collected data is used only for structured intelligence — we do not reproduce copyrighted articles, images, or creative content. Data is transformed into structured datasets, not duplicated.

Use Cases

What Businesses Use This For

Build a lead database from public business directories
Monitor competitor pricing and product changes daily
Track government tenders relevant to your industry
Aggregate news and brand mentions for PR analysis
Research real estate markets for investment decisions
Build training datasets from publicly licensed sources
Map supplier or distributor landscapes from public listings
Enrich your CRM with publicly available company info

Tools & Technologies We Use

Python
Scrapy
Playwright
Puppeteer
BeautifulSoup
Node.js
PostgreSQL
MongoDB
Pandas
Apache Airflow
Bright Data
REST APIs
Google Sheets API
AWS S3

Important Legal Note

Mulsetu performs data collection only on publicly accessible web pages that permit crawling under their Terms of Service and robots.txt. We do not collect personal data as defined under India's Digital Personal Data Protection Act (DPDP Act, 2023) or the EU General Data Protection Regulation (GDPR). All client data requests are reviewed on a case-by-case basis. We reserve the right to decline any project that conflicts with applicable law, platform policies, or ethical standards. This service is not intended for and will not be used for surveillance, competitive espionage, or any form of illegal intelligence gathering.

Ready to Turn Data Into Decisions?

Tell us what data you need and where it lives. We'll assess feasibility, check compliance, and deliver clean, structured datasets ready to use.

Discuss Your Data Needs