Data Scraping: Web Harvesting
We have experienced data engineers who can scrape information from 500+ million web pages daily. DATAFOREST’s web scraping services use crawling bots that browse web pages, data parsing libraries that break down the layout and logic of each site, request management systems that handle IP rotation, and request throttling to avoid detection. Data transformation engines convert raw content through information structuring and unstructured data processing.
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Autoscrape product information, pricing, reviews, and inventory from any source through DOM scraping, AJAX request interception, and smart normalization using multi-source collection techniques. The web scraping services for e-commerce data scraping solutions allow retailers to see a real-time competitive landscape powered by big data analytics.
Create real-time scrapers for monitored websites, track price and stock changes through comparison algorithms, and schedule request intervals. These web scraping services form the core of our pricing scraping and market monitoring solutions, powered by sophisticated information intelligence algorithms powered by ML.
Use search robots to crawl real estate websites, extracting property data, price statistics, location metadata, and competitor data using geospatial analysis and structured extraction. These real estate web scraping solutions align with the core concepts of digital transformation and are a central component of our real estate marketplace and enterprise analytics integration solutions.
Build intelligent service platforms that get potential customer contacts from professional forums, business directories, and industry-specific websites. Use advanced image recognition and artificial intelligence technologies to validate contacts. These web scraping services optimize lead discovery and qualification.
Transform scattered web data into actionable intelligence with our enterprise-grade scraping service – because opportunities don't wait.
Data Scraping Across Industries
Our scraping services customize data extraction based on actual data movement. Create custom scraping logic for your industry's specific needs. Integrate compliance where it matters to regulators. Simplify complex cases that universal tools can't handle. We've been working in data processing for 18 years—we know what breaks, and we know what matters.
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Real Estate Lead Generation
Our client requested a lead generation web application. The requested platform provides the possibility to search through the US real estate market and send emails to the house owners. With over 150 million properties, the client needed a precise solution development plan and a unique web scraping tool.
Stantem enables lead generation automation in the US real estate market.
Lead-collecting Web Solution
Leadmarket is the lead-collecting web tool made by Dataforest. We’ve built a solution that provides a fast and precise lead search from various sources like Google Places, Facebook Business Pages, Yelp, and Yellowpages in one place. The collected lead bases from the USA's e-commerce, insurance, retail, and finance industries can be set to auto-update as quickly as every 10 minutes!
Leadmarket is the lead-collecting web solution made by Dataforest.
All Success Stories
Web Data Scraping Process
Traditional data engineering usually works with neat, structured databases. Web scraping services are different—it pulls messy, unstructured content from live websites in real time. That means it needs smarter, more flexible parsing tools that can adapt on the fly to whatever the web throws at them.
Target Identification
Clearly pinpoint the online spaces, websites, and sources that best match your specific business intelligence goals through our web scraping services.
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Crawler Configuration
Build and launch web crawling tools customized to explore tricky online environments, while always respecting site layouts and any access limits.
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Data Extraction
Carry out smart parsing methods that pull out organized data by smartly making sense of HTML, XML, and content loaded through JavaScript.
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Data Cleaning
Use normalization techniques within web scraping services to turn raw scraped content into clean, standardized formats.
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Data Checking
Set up multi-layered validation systems that cross-verify the info been extracted with the quality metrics that were stated in advance and delete the anomalies that could occur.
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Visualization of Findings
Turn processed data into visual reports and actionable insights — a hallmark of the web scraping services and analytical platform.
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Issues That Are Resolved by Using Scraping Services
The problems in web scraping services are aroused by the rapid growth of digital information that has overwhelmed the traditional research methods. Modern web scraping services and collection automation address these challenges by recurring data acquisition and simplifying business intelligence.
The Robotization of Recurring Data Acquisition
Our web scraping services use automated systems that fetch unstructured data without human intervention.
Minimizing the influence of humans in the analysis
Create AI models that can deal with complex data sets quicker than the parallel manual analysis and more objectively than the latter.
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Reducing analytics time and financial expenditures
Scalable web scraping services reduce operational expenses while accelerating insight generation.
Acquiring the most recent and precise market knowledge
Create instruments that instantly aggregate and authenticate data from various digital sources.
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Parsing from Internet Resources
We gather the data you need from across the web—fast and accurate. No hassle, no manual work on your end. Just the information that matters, ready to go.
Deep Analysis of Large Sets
Once data is collected through web scraping, we perform big data analytics and semantic analysis to find trends and patterns.
Cleaning and Structuring
Turning messy, unorganized data into neat, well-formatted datasets that are easy to work with and understand.
Integration with Corporate Management Systems
We use web scraping services to deliver data that integrates easily with CRMs, BI tools, and databases.
Instant Analytics and Result Visualization
See your data come to life. We turn processed information into clear visuals and easy-to-understand reports—delivered right away, in real time.
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Compliance with Information Security Norms
All web scraping services follow legal and ethical rules—ensuring full data protection and privacy.
Web Scraping as A Service Articles
All publications
August 1, 2025
9 min
Top 7 Real Estate Data Scraping Companies in 2025
August 1, 2025
12 min
The 48-Hour Competitor X-Ray: Web Scraping Tactics to Benchmark Price, Stock, and Promo Moves
August 1, 2025
11 min
Scrape to Scale: Using Customer Reviews to Forecast Product Demand and Drive Strategic Decisions
FAQ On Web Scraping Services
How is the confidentiality of collected data guaranteed?
Our web scraping services use encryption and anonymization techniques to make sure your information stays secure and out of reach from anyone who shouldn't have it. We also control who can access what and use tokenization to transform data into formats that meet GDPR, CCPA, and other international privacy standards.
What is the accuracy of information parsing?
Our web scraping services achieve up to 98% accuracy using machine learning and cross-source verification. We also continuously improve our parsing by automatically detecting and fixing mistakes, so you get the most reliable data possible.
How long does data collection take?
With parallel processing and smart request management, our web scraping services deliver results within 24–72 hours. We use parallel processing and smart request management to keep things moving as fast as possible while still getting everything you need.
Can your service be integrated with our existing system?
Our web scraping services use modular, API-driven architecture for seamless integration with CRMs, BI tools, and databases. We provide documentation, webhook support, and dedicated technical assistance to ensure a smooth implementation and minimal disruption to your existing workflows.
What data sources can you analyze?
Our web scraping services pull data from websites, e-commerce platforms, social media, financial sites, government databases, and more. We've built specialized tools for different types of sources, so we can adapt our approach depending on how each one is structured.
Are there any limitations on data volume?
Our web scraping services easily handle large-scale projects exceeding 10 million data points. We'll figure out the best way to handle it for you—keeping an eye on both performance and what makes sense cost-wise.
How quickly can results be obtained?
Depending on complexity, our web scraping services deliver insights within hours and full reports within 24–48 hours. We process data in real time and use smart caching, so you get actionable results without having to wait around.
What data scraping tool is the most famous across industries?
In our web scraping services, BeautifulSoup and Scrapy remain top industry standards, offering powerful and flexible data extraction. Both are open-source and used by companies across pretty much every industry—from e-commerce to finance to marketing. They're industry standards because they work well, have great documentation, and can handle just about any scraping job you throw at them.
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