Structured Data Extraction (JSON, XML, CSV)

Transform messy, unstructured web content into clean, structured data formats ready for analysis, integration, and automation.

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We specialize in structured data extraction, which converts raw content from websites, APIs, feeds, and documents into organized, machine-readable formats such as JSON, XML, and CSV. Our scalable extraction pipelines are built for accuracy, adaptability, and output consistency, enabling you to seamlessly feed data into BI tools, CRMs, ERPs, or custom systems.

Success Stories

We’ve empowered SaaS firms to structure data from competitive platforms, helped marketplaces unify supplier feeds into clean CSV catalogs, and enabled real estate firms to parse multi-source listings into standard JSON formats for better property insights.

Real Estate Agents Scraper

We implemented a smart algorithm with a multi-level crawler to make sure that all the real estate agents are being found. We scraped multiple websites to gather an extensive amount of data and used proxies to prevent blocking and other issues.

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Google Trends Scraper

We devised a multiple-layer strategy to improve the scaling of the scraper and resolve the blocking issue. The scraper was integrated with multiple API providers (including our customized API written in Playwright), to provide a strong backup for retrieving the information.

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Wikipedia Scraping (Mayors of Canada)

Our client, minervaai.io/, needed to get the official financial records and other details of Canadian mayors. They were finding it hard to continuously keep up with this information. Data Prism was tasked to devise a smart technique that could check the current mayor of all the cities of Canada on an on-going basis

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LinkedIn Scraper

We used the proprietary algorithm of Data Prism to scrape the required data from LinkedIn. It involved the use of certain filters to find the companies/brands that fulfill the criteria. Once we have these results, the scraper would find the relevant employees to gather their details.

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Industries We Have Served

We serve industries where data integration and system automation rely on well-structured, high-quality data. Our structured data extraction services help businesses operate more intelligently by delivering clean, validated, and scalable outputs in formats tailored to downstream usage.

E-commerce Platforms

Convert product listings, pricing, and inventory data into ready-to-use CSV feeds or XML catalogs to power search engines, analytics, or third-party syndication.

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Market Research & SaaS Platforms

Standardize multi-source property data into JSON for CRM integration, lead scoring, and location-based filtering.

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Financial & Investment Firms

Extract financial statements, stock trends, and economic indicators from public websites and APIs into structured formats for real-time decision-making.

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Real Estate Lead Management

Pull reviews, feedback, and web content into normalized JSON structures to fuel NLP, sentiment analysis, and competitive benchmarking.

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Healthcare & Education

Scrape data from public directories, accreditation sources, and research publications into XML or CSV for internal dashboards and research workflows.

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Development Process

We use a modular, precision-focused approach to extract, clean, and format data according to your specifications, ensuring it integrates seamlessly into your analytics or operational stack.

Source Analysis & Data Mapping

We begin by identifying your target sources and mapping the desired data schema—ensuring clarity in field structure, relationships, and output format.

Extraction Logic & Transformation

Using advanced scraping techniques, we extract unstructured data, apply logic for cleaning, deduplication, and formatting, and convert it into structured outputs (JSON, XML, CSV) as per your use case.

Output Integration & Validation

We deliver structured data through direct APIs, cloud storage, or secure file transfers, with built-in validation rules and format consistency checks to ensure reliability and long-term scalability.

Technologies We Use for Web Scraping

Programming Languages

Frameworks & Libraries

Databases

Cloud Deployments

Task Scheduling

Headless Browsers

Proxy & Anti-bot Solutions

Scraping-as-a-Service Tools

Data Storage Formats

Technologies We Use for Web Scraping

Programming Language

Frameworks & Libraries

Headless Browsers

Proxy & Anti-bot Solutions

Scraping-as-a-Service Tools

Databases

Data Storage Formats

Cloud Deployments

Task Scheduling

Our Clients

From eCommerce aggregators to AI-powered analytics platforms, our clients rely on structured data delivered in JSON, XML, and CSV to run better queries, build more intelligent systems, and create more valuable user experiences.

Our Clients

From eCommerce brands and logistics providers to fintech startups and data-first SaaS platforms, we help companies around the world make smarter, faster, and more informed decisions through reliable data infrastructure.

Success Stories

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Structured Data Extraction (JSON, XML, CSV)

Success Stories

Real Estate Agents Scraper

Google Trends Scraper

Wikipedia Scraping (Mayors of Canada)

LinkedIn Scraper

Industries We Have Served

E-commerce Platforms

Market Research & SaaS Platforms

Financial & Investment Firms

Real Estate Lead Management

Healthcare & Education

Development Process

Technologies We Use for Web Scraping

Programming Languages

Node Js

Python

JavaScript

Bash

Frameworks & Libraries

Scrapy

Selenium

Pandas

Requests

Playwright

Puppeteer

Cheerio.js

BS4

Databases

MySQL

SQL Server

PostgreSQL

MongoDB

SQLite

Cloud Deployments

AWS Lambda

Azure Functions

GCP

Heroku

Task Scheduling

AWS Lambda

Headless Browsers

Selenium WebDriver

Playwright

Puppeteer

Proxy & Anti-bot Solutions

Bright Data

Zyte

ScraperAPI

Oxylabs

CapSolver / 2Captcha / Anti-Captcha

Scraping-as-a-Service Tools

ZenRows

zyte

Apify

ScrapingBee

Data Storage Formats

ZenRows

JSON

XML

Google sheets

Technologies We Use for Web Scraping

Node Js

Python

JavaScript

Bash

Scrapy

Selenium

Playwright

Pandas

Cheerio.js

Requests

Puppeteer

BS4

Selenium WebDriver

Playwright

Puppeteer

Bright Data

Zyte

ScraperAPI