A lot of the data businesses need isn't in their own systems — it's on the web. Product catalogs and prices, business directories, property listings, job postings, public tenders, reviews, research publications, and industry news. Copying it by hand is slow and error-prone, and off-the-shelf scraping tools break the moment a website changes.
Our web scraping services build custom data extraction for the exact sites and fields you need. We collect publicly available data responsibly, clean and structure it, and deliver it on your schedule — as CSV or Excel files, database tables, or an API — and we maintain the scrapers when websites change, so the data keeps arriving.
What are web scraping services? Web scraping services build and run automated programs that extract data from websites and turn it into structured data sets. A web scraping provider identifies the sources and fields, builds scrapers that handle pagination, dynamic pages, and site changes, cleans and deduplicates the results, delivers them as files, database tables, or APIs on a schedule, and maintains the scrapers over time — while respecting site terms and applicable laws.
Web Scraping Services at a Glance
Question | Answer |
What it is | Custom, automated extraction of public web data into clean, structured data sets |
Typical sources | E-commerce sites, marketplaces, business directories, property and job listings, public records and tenders, news and research sites |
Delivery formats | CSV, Excel, JSON, database or data warehouse tables, API, Google Sheets |
Frequency | One-time extraction, or daily, weekly, or near real-time scheduled runs |
Technology | Python, Scrapy, Playwright, Selenium, BeautifulSoup, proxy management, scheduled cloud jobs |
How to start | A sample extract from your target sites, reviewed by you before a full run |
What Businesses Use Web Scraping For
Competitor pricing and products — prices, promotions, stock, and assortment. See our dedicated price monitoring service.
Market research — product ranges, brands, and pricing across a whole category
Lead and company lists — business names, categories, and locations from public directories
Real estate data — listings, prices, and property details
Job market data — job postings, skills in demand, and salary ranges
Reviews and ratings — public product and service reviews for sentiment analysis
Public records and tenders — procurement notices, filings, and registries
Content for AI — public documents and pages collected for RAG knowledge bases and training data
Our Web Scraping Services
Custom scraper development
We build scrapers for your exact sources and fields, handling pagination, product variants, filters, logins you're authorized to use, and JavaScript-heavy pages.
E-commerce and marketplace data extraction
We extract product titles, prices, descriptions, specifications, images, stock status, ratings, and seller details from online stores and marketplaces.
Directory and listing extraction
We collect structured records from business directories, property portals, job boards, and other listing sites.
Document and PDF extraction
We download public reports, filings, and PDFs and extract the text and tables you need, using our unstructured data processing pipelines.
Data cleaning and structuring
We remove duplicates, standardize formats, and match records across sources, so data is ready to use on arrival. See data cleaning services.
Scheduled extraction and delivery
We run scrapers on a schedule and deliver to your files, database, data warehouse, or API, with change tracking between runs.
Scraper maintenance
We monitor every scraper and fix it when a website changes, so your data feed doesn't silently stop.
API-first collection
Where a site offers an official API or data feed, we use it instead of scraping, which is more reliable and better aligned with the site's terms.
Responsible Data Collection
We collect publicly available data only, respect site terms and applicable laws, use polite request rates that don't disrupt the sites we visit, and avoid collecting personal data unless there is a clear lawful basis agreed with you. Where an official API or data feed exists, we recommend it. For legal questions about a specific source or use case, we suggest checking with your legal advisor.
Custom Scraping vs Scraping Tools vs Official APIs
Option | Strengths | Limitations |
Official API or data feed | Most reliable, structured, aligned with site terms | Not every site offers one; may limit fields or volume |
No-code scraping tools | Quick for simple, small jobs | Break on complex or changing sites; limited cleaning and scheduling |
Custom scraping service | Exact fields, complex sites, cleaning, scheduling, and maintenance included | Needs development and ongoing maintenance |
How It Works
Step 1: Tell us the sources and fields
Share the websites, the data you need, the volume, and how often you need it.
Step 2: Feasibility check and quote
We check each source, confirm what can be collected responsibly, and send a quote.
Step 3: Sample extract
We deliver a sample from your target sites so you can review fields, coverage, and quality.
Step 4: Full extraction
Once approved, we run the full extraction and clean the results.
Step 5: Delivery and scheduling
We deliver in your chosen format and set up scheduled runs if needed.
Step 6: Monitoring and maintenance
For ongoing feeds, we monitor runs and update scrapers when sites change.
What You Get
Clean, structured data in your chosen format
A data dictionary describing every field
Scheduled delivery for ongoing feeds
Change tracking between runs where useful
Monitoring and maintenance when websites change
Scraper source code on request for one-time projects
Who This Is For
E-commerce and retail | Research and consulting | Sales and marketing teams | AI and data teams |
Need competitor product and pricing data | Need market data across many sources | Need public company and directory data | Need public web content for analysis, RAG, or training |
Why Work With Codersarts
Scraping is easy to start and hard to keep running. We build robust scrapers, clean the data before it reaches you, monitor every run, and fix scrapers when sites change. Our team also handles what comes next — loading data into your data warehouse, building dashboards, or preparing content for AI systems — so collected data becomes useful quickly.
Frequently Asked Questions
What is web scraping?
Web scraping is the automated extraction of data from websites into structured formats such as spreadsheets, databases, or APIs.
Is web scraping legal?
Collecting publicly available, non-personal data is common practice, but rules vary by country, website terms, and how the data is used. We collect responsibly, respect site terms and applicable laws, and recommend official APIs where available. For your specific situation, consult your legal advisor.
Can you scrape JavaScript-heavy websites?
Yes. We use browser automation tools such as Playwright and Selenium for sites that load content dynamically.
What formats do you deliver data in?
CSV, Excel, JSON, Google Sheets, database or data warehouse tables, or an API — whatever fits your workflow.
What happens when a website changes?
For ongoing feeds, our monitoring detects failures and we update the scraper as part of the maintenance service.
How much do web scraping services cost?
Cost depends on the number of sources, their complexity, data volume, frequency, and cleaning needs. One-time extractions are quoted as fixed projects; ongoing feeds are priced monthly.
How fast can you deliver?
A sample extract from a few straightforward sites can often be ready within days. Complex sites and large volumes take longer, and we confirm timing in the quote.
Do you collect personal data?
We avoid personal data by default. Where a project needs it, we only proceed with a clear lawful basis agreed with you and appropriate safeguards.
Related Data Services
Data Integration — feed scraped data into your systems
Text Analytics — insights from scraped reviews and content
RAG Data Pipelines — turn collected content into an AI knowledge base
Need Data From the Web?
Tell us which websites, which fields, and how often you need the data. We'll check feasibility and send you a sample extract.
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