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Web Scraping Services

Development of custom web scraping solutions managed by the team of proven experts to ensure fastest data delivery from the resources of any size and complexity.

Let's talk
100+

software engineers

15+

years industry experience

$1 - 100 bln

working with clients having

Fortune 500

clients served

We are trusted by global market leaders

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Data Types We Deliver: Powering Custom Web Scraping Solutions

As a premier data extraction services provider, GroupBWT structures and delivers highly specific datasets ready for immediate business use, tailored precisely to your needs.

E-Commerce & Market Intelligence

Gain the real-time data required for pricing intelligence for retailers and strategic market positioning. This includes E-commerce data scraping services that translate directly into market control.

  • Product Details (SKU, Specs)
  • Competitor Price Monitoring & Discounts
  • Product Rankings & Availability
  • Product Reviews & Q&A
  • Seller Information & Marketplace Data
  • Brand Mentions & Market Trends

Business & Lead Generation Data

Secure accurate B2B and sales data to fuel your outreach and CRM systems. Our data scraping services provide the clean contact information you need.

  • Company Profiles & Financial Reports
  • Contact Information & Sales Leads
  • Social Media Data (Profiles, Activity)
  • Public Business Directories (Listings, Hours)
  • News & Publications Data

Domain-Specific & Alternative Datasets

Our expertise extends to complex, specialized industries, providing you with unique data advantages that your competitors lack.

  • Real Estate Data Scraping (Listings, Sales History)
  • Government Procurements & Contracts
  • Ticketing Data (Events, Pricing, Availability)
  • Niche Data (e.g., Scrape Food Delivery Data)
  • Blogs, Forums, and Job Listings

Data for AI & Analytics

Build powerful models and gain deeper behavioral insights. We deliver high-quality, normalized training datasets for advanced applications.

  • AI Training Data Scraping
  • Training Datasets (Image, Text, Behavioral)
  • Behavioral & Transactional Data
  • Alternative Data (Non-traditional market signals)
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Ready to Establish Full Data Control?

Stop juggling unstable scripts and unclear data feeds. Your existing infrastructure deserves a predictable, managed data scraping services solution.

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Web Scraping Development Services for
Every Industry

Banking & Finance

Banking & Finance

Scrape loan terms, deposit conditions, and posted interest rates directly from bank websites. Track mortgage, credit, and savings offers across regions and capture changes in eligibility rules.

Insurance

Insurance

Predictively analyze risk factors, claims trends, and customer feedback. Automate data extraction from public records and competitors. Scale operations efficiently while delivering high-quality outputs.

Transportation & Logistics

Transportation & Logistics

Optimize delivery routes, fleet management, and shipping schedules with web crawling automation. Monitor competitor performance, pricing, and disruptions. Structured insights enhance strategy, efficiency, and reliability.

Pharma

Pharma

Monitor drug availability, clinical trials, and pricing trends. Aggregate fragmented data into high-quality datasets. Use real-time insights to improve R&D, marketing, and distribution.

Healthcare

Healthcare

Extract data from public health and research platforms to precisely track patient sentiment, treatment patterns, and healthcare costs. Integrate actionable insights seamlessly to streamline care strategies.

Consulting Firms

Consulting Firms

Access tailored datasets for client-specific insights. Automate diverse data collection to create comprehensive, reliable reports. Scalable solutions adapt to the most complex demands.

Legal Firms

Legal Firms

Collect pricing terms, seller violations, counterfeit listings, and MAP breaches across marketplaces. Feed structured evidence into legal workflows for brand protection and unfair competition cases.

Cybersecurity

Cybersecurity

Identify vulnerabilities and monitor competitor`s prices in real time. Extract actionable data from hidden and complex websites. Integrate scalable systems into existing technology for comprehensive defense strategies.

Which Scraping Setup Fits Your Business?

We design data pipelines that match your scale, structure, timeline, and business constraints.

Enterprise
Web Scraping

Scraping systems aligned with audits, regulations, architecture, and internal compliance from day one.

Enterprise
Web Scraping

Startup
Web Scraping

Launch-fast scraping tools built around your roadmap, velocity, funding stage, and future development.

Startup
Web Scraping

Automated
Data Scraping

Resilient auto scraping flows adapt to layout shifts, scripts, blockers, and changing data environments.

Automated
Data Scraping

GroupBWT’s Technology Stack

Web Scraping

Scraping
Python (Scrapy), Puppeteer, Playwright
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Logo Puppeteer
Logo Playwright
Data Storage
AWS S3, MySQL, PostgreSQL
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Logo MySQL
Logo PostgreSQL
Anti-scraping techniques
IP rotation, Captcha bypass
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Monitoring
Grafana, Metabase
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Logo metabase

Data Aggregation Framework (DAF)

Scraping
Python
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Integration
REST API, ETL processes
Logo API
Logo ETL
Monitoring
Grafana, Prometheus
Logo Grafana
Logo Prometheus

Insights Radar

AI & ML
TensorFlow, PyTorch
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Logo PyTorch
NLP
BERT, OpenAI GPT
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Logo OpenAI
Analytics
Tableau, Power BI
Logo Tableau
Logo Power BI
Databases
Elasticsearch, MongoDB
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Logo MongoDB
Integration
API, JSON
Logo API
Logo JSON

Natural Language Processing (NLP)

AI Models
GPT, OpenAI
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NLP Tools
NLTK, spaCy, Hugging Face
Logo NLTK
Logo SpaCy
Hugging Face
Computation
TensorFlow, PyTorch
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Logo PyTorch
Analytics
Elasticsearch, Pandas, NumPy
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Logo Pandas
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GroupBWT Custom Web Scraping Solutions

These five core service areas represent tailored data flows engineered to directly support your most critical business processes, leveraging precise data extraction capabilities.
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Brand Monitoring

Track brand mentions, sentiment, and reputation across social platforms, news outlets, and forums. This solution provides continuous, unified insight into public perception and competitive share of voice, enabling immediate response to market narratives.

Price Intelligence

Automate the deep collection and correlation of competitor pricing, promotions, and historical trends. Receive structured insights that enable agile, margin-optimized pricing strategies and instant reaction to marketplace changes.

Digital Shelf Monitoring

Gain a real-time, consolidated view of product presence across all relevant e-commerce sites, including product availability, shelf positioning, and compliance with distributor rules. Ensure your digital inventory data is always accurate and complete.

Market Research and Insight Analysis

Deploy targeted data collection infrastructure to gather unique, unstructured content from niche sources (e.g., specialized forums, patent databases, deep web) that traditional methods miss. This fuels proprietary market models and strategic planning.

Lead Generation Solutions

Build high-quality, verified B2B contact lists and company profiles by systematically aggregating data from public directories, corporate websites, and professional networks. Accelerate sales pipeline growth with clean, actionable outreach data.
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Why GroupBWT Scraping Services: Key Advantages

As a Data Engineering partner, our advantages are built on three pillars: Architecture, Deep Expertise, and Delivery Flexibility.

15+ Years of Deep Expertise

Leverage our extensive Data Engineering experience for high-complexity scraping from even the most protected sources. Your data pipeline is built on proven, stable architecture.

Structured and Actionable Data

We don't just extract. We transform raw content into clean, structured datasets, normalized for immediate integration and utilization in your business workflows.

Seamless Cloud & API Integration

Connect clean data directly into your AWS, Snowflake, or Databricks environments via our API. Eliminate manual processing and ensure your systems have fresh data instantly.

Total Delivery Flexibility

Get data exactly when and how you need it: from a One-Time Pull (On Demand) to Scheduled Recurring Datasets, or through a Custom Data Platform with user-friendly dashboards.

Managed Scraper Autonomy

We provide a full Scraper Management System for oversight and control, guaranteeing operational stability and long-term pipeline health without requiring your constant intervention.

Security & US/EU Compliance

Our system focuses on strict Security and Compliance protocols, minimizing your risk. We ensure data collection is legal, ethical, and fully confidential.

Our Cases

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Secure Your Custom Data Pipeline Now

Stop manual extraction. Get automated and structured insights.

Our partnerships and awards

Leader winter from G2 in 2025
GroupBWT recognized among Top B2B companies in Ukraine by Clutch in 2019
GroupBWT awarded as the best BI & big data company in 2024
Award from Goodfirms
GroupBWT recognized as TechBehemoths awards 2024 winner in Web Design, UK
GroupBWT recognized as TechBehemoths awards 2024 winner in Branding, UK
GroupBWT received a high rating from TrustRadius in 2020
GroupBWT ranked highest in the software development companies category by SOFTWAREWORLD
ITfirms
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What Our Clients Say

Inga B.

What do you like best?

Their deep understanding of our needs and how to craft a solution that provides more opportunities for managing our data. Their data solution, enhanced with AI features, allows us to easily manage diverse data sources and quickly get actionable insights from data.

What do you dislike?

It took some time to align the a multi-source data scraping platform functionality with our specific workflows. But we quickly adapted and the final result fully met our requirements.

Catherine I.

What do you like best?

It was incredible how they could build precisely what we wanted. They were genuine experts in data scraping; project management was also great, and each phase of the project was on time, with quick feedback.

What do you dislike?

We have no comments on the work performed.

Susan C.

What do you like best?

GroupBWT is the preferred choice for competitive intelligence through complex data extraction. Their approach, technical skills, and customization options make them valuable partners. Nevertheless, be prepared to invest time in initial solution development.

What do you dislike?

GroupBWT provided us with a solution to collect real-time data on competitor micro-mobility services so we could monitor vehicle availability and locations. This data has given us a clear view of the market in specific areas, allowing us to refine our operational strategy and stay competitive.

Pavlo U

What do you like best?

The company's dedication to understanding our needs for collecting competitor data was exemplary. Their methodology for extracting complex data sets was methodical and precise. What impressed me most was their adaptability and collaboration with our team, ensuring the data was relevant and actionable for our market analysis.

What do you dislike?

Finding a downside is challenging, as they consistently met our expectations and provided timely updates. If anything, I would have appreciated an even more detailed roadmap at the project's outset. However, this didn't hamper our overall experience.

Verified User in Computer Software

What do you like best?

GroupBWT excels at providing tailored data scraping solutions perfectly suited to our specific needs for competitor analysis and market research. The flexibility of the platform they created allows us to track a wide range of data, from price changes to product modifications and customer reviews, making it a great fit for our needs. This high level of personalization delivers timely, valuable insights that enable us to stay competitive and make proactive decisions

What do you dislike?

Given the complexity and customization of our project, we later decided that we needed a few additional sources after the project had started.

Verified User in Computer Software

What do you like best?

What we liked most was how GroupBWT created a flexible system that efficiently handles large amounts of data. Their innovative technology and expertise helped us quickly understand market trends and make smarter decisions

What do you dislike?

The entire process was easy and fast, so there were no downsides

Inga B.

What do you like best?

Their deep understanding of our needs and how to craft a solution that provides more opportunities for managing our data. Their data solution, enhanced with AI features, allows us to easily manage diverse data sources and quickly get actionable insights from data.

What do you dislike?

It took some time to align the a multi-source data scraping platform functionality with our specific workflows. But we quickly adapted and the final result fully met our requirements.

Catherine I.

What do you like best?

It was incredible how they could build precisely what we wanted. They were genuine experts in data scraping; project management was also great, and each phase of the project was on time, with quick feedback.

What do you dislike?

We have no comments on the work performed.

Susan C.

What do you like best?

GroupBWT is the preferred choice for competitive intelligence through complex data extraction. Their approach, technical skills, and customization options make them valuable partners. Nevertheless, be prepared to invest time in initial solution development.

What do you dislike?

GroupBWT provided us with a solution to collect real-time data on competitor micro-mobility services so we could monitor vehicle availability and locations. This data has given us a clear view of the market in specific areas, allowing us to refine our operational strategy and stay competitive.

Pavlo U

What do you like best?

The company's dedication to understanding our needs for collecting competitor data was exemplary. Their methodology for extracting complex data sets was methodical and precise. What impressed me most was their adaptability and collaboration with our team, ensuring the data was relevant and actionable for our market analysis.

What do you dislike?

Finding a downside is challenging, as they consistently met our expectations and provided timely updates. If anything, I would have appreciated an even more detailed roadmap at the project's outset. However, this didn't hamper our overall experience.

Verified User in Computer Software

What do you like best?

GroupBWT excels at providing tailored data scraping solutions perfectly suited to our specific needs for competitor analysis and market research. The flexibility of the platform they created allows us to track a wide range of data, from price changes to product modifications and customer reviews, making it a great fit for our needs. This high level of personalization delivers timely, valuable insights that enable us to stay competitive and make proactive decisions

What do you dislike?

Given the complexity and customization of our project, we later decided that we needed a few additional sources after the project had started.

Verified User in Computer Software

What do you like best?

What we liked most was how GroupBWT created a flexible system that efficiently handles large amounts of data. Their innovative technology and expertise helped us quickly understand market trends and make smarter decisions

What do you dislike?

The entire process was easy and fast, so there were no downsides

FAQ

How does GroupBWT deliver real-time data to businesses?

We utilize a combination of proprietary frameworks and advanced automation to ensure real-time delivery of data. Our systems are designed to handle dynamic websites and frequent updates, continuously extracting and updating datasets as changes occur. This guarantees that your decisions are based on the latest, most accurate information.

What types of data formats can GroupBWT provide?

We offer flexible delivery formats tailored to your business systems, including CSV, JSON, XLSX, and direct API integration. This ensures seamless compatibility with your existing tools, such as CRMs, ERPs, and analytics platforms, eliminating manual reformatting and enabling faster implementation.

How scalable are your web scraping solutions for growing businesses?

Our solutions are built with scalability in mind. Whether you need data from hundreds or millions of web pages, our infrastructure grows with your requirements. We ensure high availability, speed, and capacity by leveraging cloud-based services like AWS and Google Cloud, even during peak loads.

Can GroupBWT integrate web scraping with artificial intelligence tools?

Our solutions can be integrated with AI platforms for advanced analytics, sentiment analysis, and predictive modeling. For example, scraped data can be fed into AI models to identify trends, forecast market shifts, or personalize customer experiences. This integration amplifies the value of the data by turning it into actionable intelligence.

What support does GroupBWT provide after project completion?

We offer ongoing maintenance, monitoring, and support to ensure your scraping systems operate flawlessly. Our team proactively addresses technical issues, adapts the systems to evolving needs, and provides regular updates. This includes monitoring anti-scraping defenses, adjusting for website changes, and ensuring compliance with data regulations.

How does GroupBWT ensure ethical web scraping practices?

Scrapers focus exclusively on publicly available data, respecting website terms of service and adhering to global privacy laws like GDPR and CCPA. We avoid scraping sensitive or restricted information and ensure all collected data is processed securely and responsibly.

Can GroupBWT help with structured data delivery for AI or machine learning models?

Absolutely. Our structured data solutions are optimized for machine learning pipelines. We clean and preprocess data, ensuring it’s ready for training AI models or integrating into advanced analytics systems. This enhances the accuracy and efficiency of AI applications.

How long does it take to implement a custom web scraping solution?

Implementation timelines vary depending on complexity. For small-scale projects, systems can be operational in 3-5 days. Depending on the project size and custom requirements, more complex, custom solutions may require 2-6 weeks to several months. We prioritize rapid development while maintaining precision, ensuring timely delivery for your business needs.

What makes GroupBWT’s web scraping services different from competitors?

GroupBWT combines 15+ years of expertise, proprietary frameworks, and a team of top-tier engineers to deliver solutions far beyond industry standards. Our services are not pre-packaged; they’re custom-built to your specifications, ensuring precision, scalability, and seamless integration. Our commitment to quality, security, and compliance ensures unparalleled reliability and trustworthiness.

What challenges can GroupBWT help solve for large-scale data aggregation?

For enterprises managing vast amounts of data, we address challenges like fragmentation, scalability, and performance bottlenecks. By integrating ETL (Extract, Transform, Load) processes, REST APIs, and advanced monitoring tools like Grafana and Metabase, we deliver centralized, efficient data systems.

Does GroupBWT provide consultation for businesses new to web scraping?

Book a call to discuss your needs, assess feasibility, and propose tailored solutions. Our team will work closely with you to identify the data that will most benefit your operations and design a roadmap for implementation.

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