specialists discussing data extraction services

Data extraction services

Unless you are an expert, extracting data can take more time than you’ll spend using it. Bots break, scrapers get blocked, and character recognition runs into unexpected errors. DataOx provides data extraction services where a professional team handles every stage. You don’t have to research methods, set up tools, or clean the output.

specialists discussing data extraction services
ANDRII PYLYPCHUK 43435 liteimage

Since 2015 DataOx has been breaking into resistant websites that fight back hard. Anti-scraping mechanisms come in hundreds of flavors. We’ve engineered around every major protection type we’ve encountered. Your datasets appear structured as your database expects them because our teams have run this playbook thousands of times. Trial runs don’t exist with us. You skip the learning phase entirely. Our data collection services come from specialists who decode stubborn sources full-time.

ANDRII PYLYPCHUK

Technical Lead

Our data extraction services across industries

Job & HR

DataOx runs AI-powered data extraction and builds data pipelines to set up applicant tracking systems. We pull professional details from all the CVs candidates have sent you over months or years and create unified searchable databases. For market research and employer brand analysis, we extract job listings, Glassdoor reviews, and social media mentions.

E-commerce & retail

Marketplace prices shift every hour, making your competitive price seem marked up and driving down your sales. DataOx extracts pricing data in real time and delivers it to your team or directly into a repricing system. Combine it with demand trends and out-of-stock alerts to adjust your strategy and maximize the margins.

Legal

DataOx pulls case law and compliance regulations from public sources to make them searchable and machine-readable. With our data extraction, AI summaries, and system integration services, legal teams can access the information they need within minutes rather than hours. We extract data from contract PDFs and paper documents for automated compliance review and analysis.

Information services

We help businesses monitor brand reputation and track developments that are changing their industry. DataOx covers sources from the BBC to specialized media, niche blogs, and X discussions. Artificial intelligence data extraction allows you to skip long-winded introductions and collect only the facts and opinions you need. With real-time monitoring, you get alerts about negative coverage and market changes the minute they happen.

Real Estate

DataOx provides AI-powered data extraction of property descriptions, prices, and photos. We connect property location to neighbourhood reviews and Google maps data, clean the output, and build APIs to feed your AVM. You can automatically compare your valuations against listed prices and get alerts about the best investment opportunities.

Web scraping services data flow diagram - automated data collection from websites to business systems

AI data extraction, flexible output delivery

DataOx puts extracted data into files with a custom format and structure, databases, or dashboards. Just tell us where you’ll use it.

LinkedIn professional network data platform logo

LinkedIn

Glassdoor logo – Glassdoor web scraping for salary and company reviews

Glassdoor

Web scraping services data flow diagram - automated data collection from websites to business systems

Indeed

Walmart retail data extraction source

Walmart

Web scraping services data flow diagram - automated data collection from websites to business systems

Amazon

eBay icon — Shopee data scraping services for eBay marketplace data

eBay

Crunchbase Company And Startup Intelligence Platform Logo

Crunchbase

Yelp logo — Yelp reviews data scraping

Yelp

Google Maps pin — Google Maps data scraping

Google Maps

Web scraping services data flow diagram - automated data collection from websites to business systems

X

BBC logo - news scraping

BBC

CSV file icon – Data scraping jobs delivered in CSV format for easy spreadsheet analysis

CSV

XLSX file icon – Web scraping job data with Excel file delivery for workforce analytics

XLSX

JSON file icon – Job scraping API providing structured, API-ready data for automation

JSON

XML file icon – Custom web scraping jobs outputting data

XML

Database icon – Web data scraping jobs with direct database integration

Database

CRM icon – Scrape jobs from the internet and integrate data into CRM

CRM

Dashboards icon – Job scraping software feeding dashboards for business

Dashboards

Web scraping services data flow diagram - automated data collection from websites to business systems

Real-time Analytics

Web scraping services data flow diagram - automated data collection from websites to business systems

Alerts

API icon – Job scraping API for custom endpoints to extract and automate

API

Email icon – Schedule web scraping jobs with automated email delivery for timely updates

Email

Automated data extraction infrastructure

DataOx builds custom data extractors and integrates them into your analytics systems. You get instant access to your own information and market data. AI-driven data integration improves operational efficiency and boosts businesses’ ability to innovate.

Automated data gathering is faster and can cover large-scale projects. Moreover, AI-based data extraction has shown more accuracy than a human-only approach. We combine different extraction tools depending on your needs and preferences.

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Intelligent document processing

DataOx uses optical character recognition and human-powered data entry to turn your paper records and PDF scans into usable digital files. Our AI document extractor recognizes content types, identifies tables, and produces clean results that go through final validation fast.

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Web data extraction

We extract public data from job boards, news media, research databases, marketplaces, and other online sources. Smart scrapers automatically pull the fields and data points you need. The extracted information retains the original structure or is processed to fit your software.

use cases

Studies extraction for review

Systematic reviews take hours to process each study manually. AI tools can effectively extract straightforward data, summarise findings, and automate citations. DataOx can integrate an AI document extractor into your research ecosystem and set up automated data flows.

AI document extraction for research studies

Customer reviews mining

DataOx scrapes customer reviews and product mentions across marketplaces, niche platforms, and social media sites. After data extraction, AI analyses the content and highlights dominant sentiment and customer pain points. Businesses can improve their service and add products that meet their clients’ needs.

AI-powered extraction and analysis of customer reviews and ratings

AI training datasets

DataOx pulls web data, labels, and structures it for training artificial intelligence. We extract data from scans and documents that lack machine-readable formats to give your model access to your company’s data and information that others miss.

AI-powered extraction and preparation of training datasets from web data

Lead generation

Not every company in business databases is your potential client. AI-powered data extraction pulls contacts and descriptions of firms that meet your specific criteria. DataOx delivers up-to-date corporate emails and enriches your lead databases with firmographics.

AI-powered lead data extraction from business directories and social platforms

Job posting intelligence

We build custom scrapers that retrieve job posting details from public platforms and corporate websites. You can assess average compensation packages in your industry, monitor demand for rare professionals, and get insights into your rivals’ growth strategy.

AI job posting extraction for salary, hiring, and labor market analysis

Product data extraction

DataOx uses artificial intelligence data extraction to pull specific product categories and items from your competitors’ catalogs. We deliver raw data or build custom dashboards that help you compare listings, enrich your offering, and monitor prices in real time.

AI-powered product data extraction from ecommerce marketplaces and catalogs
AI document extraction for research studies AI-powered extraction and analysis of customer reviews and ratings AI-powered extraction and preparation of training datasets from web data AI-powered lead data extraction from business directories and social platforms AI job posting extraction for salary, hiring, and labor market analysis AI-powered product data extraction from ecommerce marketplaces and catalogs

Data categories we extract

Job postings

Employer reviews

Product descriptions

Catalog images

Prices

Discounts

Contract terms

Case law

Regulation updates

Property details

Research findings

Contact data

a client using data extraction AI integration solutions

Choose your sources for AI powered data extraction

    Indeed

    Indeed

    LinkedIn

    LinkedIn

    Amazon

    Amazon

    Twitter

    Twitter

    Reuters

    Reuters

    Glassdoor

    Glassdoor

    Reddit

    Reddit

    eBay

    eBay

    Yahoo Finance

    Yahoo Finance

    Instagram

    Instagram

    Facebook

    Facebook

    Trustpilot

    Trustpilot

    Zillow

    Zillow

    TikTok

    TikTok

    Yelp

    Yelp

    Custom icon – Web scraping jobs from any specified data source for recruitment or analytics

    Custom

    Get a Quote

    our simple 5-step process

    Getting started with DataOx.

    Step 1

    Send Us a Request

    Choose the Most Convenient Way to Reach Us

    You can contact us through the channel that works best for you:

    Send request illustration
    Contacting DataOx for web scraping services via WhatsApp email or phone for custom data extraction

    Email [email protected] or any contact button on our website. Our average response time is 2-4 hours during business days.

    Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.

    Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.

    WhatsApp for quick questions

    WhatsApp for quick questions or to start the conversation about your project needs.

    Step 2

    Discuss Your Requirements (+ NDA IF NEEDED)

    We Listen to Understand Your Needs

    During our initial conversation, we focus on understanding your specific data requirements, business goals, and expected outcomes. For sensitive projects, we can sign an NDA before diving into details. We ask targeted questions to clarify scope and identify the best approach for your project.

    Contacting DataOx for web scraping services
    Contacting DataOx for web scraping services via WhatsApp email or phone for custom data extraction

    What data you need and from which sources

    Discussing web scraping requirements with DataOx experts for custom data extraction and automated collection

    Your timeline and delivery preferences

    Receiving detailed proposal for web scraping services with timeline scope and pricing for data extraction

    Technical requirements and integrations

    Contract and project kickoff for web scraping services with dedicated team for custom data extraction

    Budget considerations and project scope

    NDA and confidentiality

    NDA and confidentiality (optional)

    Step 3

    Receive Your Proposal

    Clear Scope, Timeline, and Pricing

    You’ll receive a detailed proposal with everything you need to make an informed decision:

    Step 3: Receiving detailed proposal for web scraping services with timeline scope and pricing for data extraction
    Project scope and deliverables

    Project scope and deliverables

    Technical approach and methodology

    Technical approach and methodology

    Timeline with key milestones

    Timeline with key milestones

    Fixed pricing with no hidden costs

    Fixed pricing with no hidden costs

    Data delivery format and schedule

    Data delivery format and schedule

    Step 4

    Contract & Project Kickoff

    Let's Make It Official and Start Building

    Once you approve the proposal, we’ll sign the service agreement and introduce your dedicated project manager. Our team will be assembled and ready to start up to 10 days.

    Step 4: Contract and project kickoff for web scraping services with dedicated team for custom data extraction

    Step 5

    Delivery & Ongoing Support

    Reliable Results and Long-term Partnership

    We deliver your data solution on time, with full documentation and support. Our relationship doesn’t end at delivery – we provide ongoing maintenance and optimization as your business grows.

    Automated data delivery and ongoing support for reliable web scraping services and long-term partnership

    why companies choose DataOx automated data extraction

    rapid implementation

    99.9% uptime guarantee and stable data delivery with DataOx scraping services

    Automated extraction works fast. Your data becomes usable instead of sitting in backlogs.

    99.9% uptime guarantee and stable data delivery with DataOx scraping services

    reliable error detection

    Reliable and accurate data delivery through automation and QA

    We combine AI and human-powered validation to maintain high data quality.

    Reliable and accurate data delivery through automation and QA

    strategic guidance

    Strategic partnership and proactive problem-solving — DataOx client support

    Over a decade of experience means we’re prepared for any challenge and share our expertise with you.

    Strategic partnership and proactive problem-solving — DataOx client support

    transparent pricing

    Scalable web scraping with cost-effective pricing model

    We provide a detailed breakdown of the solutions in every quote. No surprises in your final check.

    Scalable web scraping with cost-effective pricing model

    secure by design

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    Access to your data is limited to the project team. That includes your documents and the data we scrape for you online.

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    reliable data foundation for your automation

    Our team extracts the data you need and integrates it into your software or databases.

    Data automation instead of manual work — DataOx core advantage

    trusted by clients who value data security

    For full details, visit our Privacy Policy

    SSL encryption ensures secure data transfers

    SSL Secured

    We follow GDPR-inspired best practices for responsible data handling

    GDPR Ready

    Transparent data use aligned with CCPA principles

    CCPA Aware

    Clear privacy policy and consent-based data collection

    Transparent Data Use

    trusted technologies behind our data solutions

    core languages

    Python logo - Web scraping with Python for custom data solutions

    Python

    Java logo - data scraping company enterprise technology for scalable web scrapers

    Java

    JavaScript logo - custom web scraping services for dynamic web scraping solutions

    Java Script

    web scraping & crawling

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    Playwright

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    jsoup

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    Scrapy

    Selenium logo - data scraping services tool for custom web scraping services

    Selenium

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    Puppeteer

    data processing & enrichment

    Pandas logo - data scraping company tool for processing extracted structured data

    Pandas

    NumPy logo - custom data solutions for numerical data processing workflows

    NumPy

    Dask logo - scalable web scrapers for large-scale data scraping services

    Dask

    PySpark logo - data scraping services for big data and extract structured data

    PySpark

    OpenRefine logo - data scraping company tool for cleaning extracted structured data

    Open Refine

    GPT API logo - custom data services using AI for tailored data solutions

    GPT API

    Clearbit logo - integrated data services for business data enrichment

    Clearbit

    system integration & apis

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    FastAPI

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    Spring Boot

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    Kafka

    RabbitMQ logo - integrated data services message queue for data delivery pipelines

    RabbitMQ

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    REST

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    GraphQL

    document & ticket automation

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Tesseract

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    pdfminer

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Camelot

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    PDFBox

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    2Captcha

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Amadeus API

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Eventbrite API

    custom data visualization

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Plotly

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Streamlit

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Seaborn

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Matplotlib

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Bokeh

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Altair

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    D3.js

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Chart.js

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Highcharts

    cloud & delivery infrastructure

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    AWS

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    Docker

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    GitHub Actions

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    Redis

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    PostgreSQL

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    Firebase

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    Heroku

    what our clients say about us

    I’ve worked with Vladislav and DataOx twice now and have been impressed both times. They don’t just do everything they committed to do — on time and on budget — but they go above and beyond. On this second project, they showed initiative and added something they suspected I would want. They were right. I cannot recommend him and them any more enthusiastically. I’m a big fan.

    Photo of jeff leitner

    jeff leitner

    March 13, 2026

    We worked with the DataOx team on a complex internal project that involved building a custom software solution with Slack Bot integration, sophisticated server-side logic, and automated API workflows. The system needed to fetch, process, and store data in an intermediate database, and—only if specific conditions were met—push that data through additional APIs to our target software. It was no small task.
    So far, everything is running flawlessly, and we couldn’t be more satisfied. Their communication was consistently sharp, fast, and proactive—so fast, in fact, we sometimes had to catch up with them! Whether it was refining a feature, squashing a bug, or adjusting requirements on the fly, the team was always on it.

    What really stood out was the professionalism: we had a dedicated, experienced project manager who kept everything aligned and moving smoothly. DataOx truly listens, understands your needs, and delivers high-quality work with precision.

    If we could give 10 stars, we would. Highly recommend this outstanding team—and we’re definitely looking forward to working with them again!

    Photo of ilia sokolovskiy

    ilia sokolovskiy

    March 13, 2026

    We’re a UK based operation, and have worked on a couple of projects with DataOX over the last two years. I’ve been impressed with every project, as they’ve been delivered to the spec I’ve requested, alongside all the changes I asked for along the way.

    I was initially concerned about whether there would be a language barrier, but the developers, business leads and representatives of the company communicate in excellent English.

    We’ll continue to work with DataOX on projects in the future, and I’d highly recommend them to anybody reading this!

    andrew napier

    March 13, 2026

    Prompt. Got Job Done exactly how we wanted. Communicated clearly with the team about expectations and deadlines.

    Photo of mike goetsch

    mike goetsch

    March 13, 2026

    High Quality, fast data scraping from the team at DataOx. Very communicative and always proactive in understanding requirements before starting the work. Used multiple times, and will be using in the future!

    Photo of andrew haynes

    andrew haynes

    March 13, 2026

    Both the quality and the speed of delivery were awesome, and the communication along the way with our project manager and sales leader was perfect. They were both good at eliminating ambiguity in our requirements which resulted in a delivery we are very happy with.

    Photo of josh albrechtsen

    josh albrechtsen

    March 13, 2026

    I worked with DataOx on a data scraping. everything was done on time and with high quality. Vladislav and his team showed a high level of professionalism and attention to detail. I recommend DataOx to anyone looking for reliable specialists in web scraping!

    Photo of olim rakhmatov

    olim rakhmatov

    March 13, 2026

    These guys are simply the greatest. They are timely and accurate in their work, they communicate quickly, and I feel they genuinely understand and care for our needs. Whatever we have asked for, they have delivered. They made us a web scraper and automated many processes for our webshop. We started working together with Andrew and Bogdan in November 2022, and they are a delight to work with. Bogdan as our project leader, has been great! We will continue to work with DataOx for our projects.

    Photo of petter trønsdal

    petter trønsdal

    March 13, 2026

    FAQ: Common questions about AI data extraction

    What does data extraction do?

    Automated data extraction pulls raw data from scans, documents, and online sources for further processing and use. Extraction allows you to turn the data into machine-readable formats for automation. DataOx cleans, structures, and integrates the extracted data into your systems.

    Is data extraction legal?

    Yes, in most cases. You can legally extract data from your documents and publicly available web sources. DataOx AI data extraction functions in accordance with laws, regulations, and websites’ terms of use.

    What is the difference between ETL and data extraction?

    Extraction is the first step of the ETL (extract-transform-load) process. DataOx can extract your data and deliver it raw, or cover the full ETL pipeline. We provide data extraction, AI or human-powered cleaning and transformation, and load the output into your target system.

    What are the top services for extracting website data?

    The best services for data extraction are those that offer clean output and full flexibility. DataOx develops custom scrapers for each client, adapting the functionality and output to your specific needs. Our artificial intelligence data extraction and human-powered validation deliver clean, deduplicated results.

    What’s the best data extraction service for docs?

    The best data extraction service for you depends on your use case and the document complexity. The DataOx team selects an AI document extractor or other tools that deliver the best results fast. Unusual layouts, large graphs, complex tables — we cover it all.

    Are DataOx services better than ready-to-use extraction tools?

    Off-the-shelf tools often deliver imperfect output even when using AI-based data extraction. DataOx professionals listen to your needs and adapt the extracted data to your use case. We clean, structure, enrich the information, and develop data integration solutions.

    What format does the extracted data arrive in?

    DataOx delivers XLSX, CSV, JSON, Google Sheets, or any other data format that fits your workflow. We build custom APIs and integrate extracted data directly into your system. Your team can start using it immediately.

    get a free consultation

    Fill out the form — we’ll get back to you with options tailored to your needs.

    what happens next

    We review your goals and get in touch to clarify scope

    Your privacy is a priority — NDA available upon request.

    You receive a clear proposal with timeline, budget, and delivery format.

    Once approved, we start building your data pipeline.

    Most projects launch within up to 10 business days.

    Have a question? Ask away

    contact us

    Let’s find the best solution for your data needs.

      get a free consultation

      Fill out the form — we’ll get back to you with options tailored to your needs.

      what happens next

      We review your goals and get in touch to clarify scope

      Your privacy is a priority — NDA available upon request.

      You receive a clear proposal with timeline, budget, and delivery format.

      Once approved, we start building your data pipeline.

      Most projects launch within up to 10 business days.

      Have a question? Ask away

      contact us

      Let’s find the best solution for your data needs.