data gathering services

DATA GATHERING SERVICES

Our xfextract information from websites, APIs, and databases across 100+ sources. Raw data moves through cleaning and structuring systems automatically, landing as dashboard feeds, database loads, or files ready for review. Companies track competitor pricing in real-time; research teams collect ML training data; business intelligence runs on fresh feeds updated hourly, daily, or on your schedule.

data gathering services
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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 collection services across industries

Job & HR

DataOx extracts job postings and salary data from LinkedIn, Indeed, Glassdoor, and other recruitment platforms automatically. With us, HR agencies can track which competitors are hiring for what roles at what rates. HR departments benchmark their compensation packages against real market data that updates daily. Everything lands structured for talent analytics dashboards or ATS system imports.

Information Services

News aggregators collect content from hundreds of publishers simultaneously. DataOx gathers articles with metadata, including publication dates and author information already tagged. Business data collection here spans industry reports, market analyses, and proprietary research from scattered sources into unified repositories. Web data collection runs continuously as new content appears.

Social Media & Trends

Successful brands monitor mentions across Twitter, Reddit, and specialized forums to catch sentiment shifts early. DataOx scrapes social platforms for posts containing specific keywords or hashtags at scale. Trend analysts aggregate engagement metrics to spot what’s gaining traction. You can rely on our web-based data collection to capture posts with comments, shares, and user profiles attached.

E-commerce

Online retailers watch competitor pricing change hourly across thousands of SKUs. DataOx e-commerce data collection extracts product listings with prices, specifications, availability status, and even customer reviews. If you’re a marketplace seller, now you can track inventory levels on competitor storefronts to identify supply gaps and enrich your own product catalogs with images and descriptions we scrape from manufacturer sites.

Legal & Compliance

Law firms track case precedents and regulatory updates as soon as they’re published. We gather court filings, regulatory announcements, and compliance documents from government databases continuously. Structured data collection organizes legal documents by jurisdiction, date, and document type automatically. Datasets come with citations and source links intact for verification purposes.

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

Twitter/X

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

Reddit

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

Facebook

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

Trustpilot

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

Amazo

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

Google Reviews

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

Indeed

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

Yahoo Finance

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

News Portals

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

Instagram

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

Yelp

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

DATA COLLECTION AND INTEGRATION INFRASTRUCTURE

DataOx extraction runs across APIs, databases, and web platforms simultaneously. Social media scraping collects posts from Twitter and Reddit the moment they publish – financial sources stream market data nonstop and job boards refresh every hour. The transformation layer standardizes everything into consistent schemas regardless of source. Data aggregation services combine disparate sources into unified datasets ready for analysis.

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Real-time collection

Automated data collection connects to 100+ source types using different methods for each. APIs read structured feeds from platforms that provide them. Web scraping tackles sites that don’t. Database queries extract from SQL and NoSQL systems directly. Document parsers read PDFs and spreadsheets. Each extraction method runs on its own schedule or continuously depending on source update frequency.

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Delivery Layer

Processed data moves into whatever destination you specify. Business intelligence dashboards receive real-time feeds for live monitoring. Internal databases load on schedules you define for historical storage. Files appear in cloud storage as CSV, JSON, or XML formats. Custom APIs let your applications query fresh data on demand. Email alerts fire when specific conditions appear in collected information.

use cases

TALENT ACQUISITION DATASET CREATION

Recruitment platforms hide millions of profiles your ATS never sees. DataOx collects data from LinkedIn and Glassdoor for skills distribution across industries. Monster and Indeed reveal which certifications correlate with faster hiring. Our data collection for machine learning creates training datasets that predict candidate success rates better than intuition ever could.

Talent recruitment data analytics dashboard showing job posting trends, candidate pipeline analytics, and salary benchmarking charts for HR professionals

INFLUENCER CAMPAIGN PERFORMANCE TRACKING

Sponsored posts vanish from Instagram and TikTok after 48 hours but the metrics still count. Our web data collection captures engagement rates on Facebook and X in real time. Meta platform analytics combined with sentiment tracking shows which creators actually drive sales. You finally know who deserves the budget and who wastes it.

Real-time news monitoring dashboard with media coverage analytics, brand mention tracking, and sentiment analysis visualization for competitive intelligence

SUPPLIER DISCOVERY AND VERIFICATION

Finding manufacturers on Alibaba takes weeks of manual filtering that yields questionable results. DataOx automated data collection scans AliExpress and Shopee by product category and order minimums. Amazon and eBay seller data reveals who maintains consistent inventory. Our e-commerce data collection creates verified supplier databases your procurement team can take advantage of.

E-commerce intelligence dashboard displaying real-time price monitoring, competitor analysis charts, and product performance metrics across multiple platforms

MULTI-SOURCE JOURNALISM ANALYSIS

Reuters breaks a story at dawn and The New York Times publishes their version by lunch. BBC framing differs from CNN and AP provides another angle entirely. Our data extraction services aggregate all versions at once for comparison.

Social media analytics dashboard showing consumer sentiment tracking, viral content analysis, and influencer performance metrics across platforms

CRYPTOCURRENCY MARKET INTELLIGENCE

Crypto prices swing violently across exchanges and arbitrage windows close quickly. Our financial data collection tracks Binance and Yahoo Finance at once for price discrepancies. We spot market manipulation signals that individual traders miss entirely.

Legal compliance monitoring dashboard with regulatory update tracking, patent analysis, and brand protection alerts for compliance professionals

SHORT-TERM RENTAL INVESTMENT SCOUTING

Long-term rental properties sit underpriced on Zillow and Realtor.com daily. We identify homes that could generate triple the revenue as Airbnb listings based on neighborhood demand. Yelp ratings combined with occupancy patterns reveal untapped vacation rental potential.

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Talent recruitment data analytics dashboard showing job posting trends, candidate pipeline analytics, and salary benchmarking charts for HR professionals Real-time news monitoring dashboard with media coverage analytics, brand mention tracking, and sentiment analysis visualization for competitive intelligence E-commerce intelligence dashboard displaying real-time price monitoring, competitor analysis charts, and product performance metrics across multiple platforms Social media analytics dashboard showing consumer sentiment tracking, viral content analysis, and influencer performance metrics across platforms Legal compliance monitoring dashboard with regulatory update tracking, patent analysis, and brand protection alerts for compliance professionals SHORT TERM RENTAL 10835 liteimage

DATA CATEGORIES WE MONITOR ACROSS PLATFORMS

Brand mentions

Sentiment scores & trends

Competitor pricing

Customer review ratings

Regulatory changes

Stock availability levels

Market indicators

Social media engagement

News coverage & publications

Compliance violations

Content category

Image URLs

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CHOOSE YOUR MONITORING SOURCES TO TRACK

    Indeed logo – Indeed web scraping for job postings from leading employment platforms

    Indeed

    LinkedIn logo – LinkedIn web scraping for professional network job listings and talent sourcing

    Linkedin

    Glassdoor logo – Glassdoor web scraping for salary data, company reviews, and employee insights

    Glassdoor

    Monster logo – Monster web scraping for job listings and career data

    Monster

    ZipRecruiter logo – ZipRecruiter web scraping for recruitment and hiring insights

    ZipRecruiter

    CareerBuilder logo – Custom web scraping for job board data from CareerBuilder

    CareerBuilder

    Stack Overflow Jobs logo – Custom web scraping jobs from Stack Overflow Jobs for tech positions

    Stack Overflow Jobs

    AngelList logo – Custom web scraping jobs from AngelList for startup and tech roles

    AngelList

    Upwork logo – Upwork web scraping for freelance and contract opportunities

    Upwork

    Remote.co logo – Custom web scraping jobs from Remote.co for remote work listings

    Remote.co

    We Work Remotely logo – Custom web scraping jobs from We Work Remotely for distributed positions

    We Work Remotely

    Dice logo – Dice web scraping for technology job postings

    Dice

    Crunchbase logo – Custom web scraping jobs and company data from Crunchbase for funding and insights

    Crunchbase

    Wellfound logo – Custom web scraping jobs from Wellfound for startup listings

    Wellfound

    Hired logo – Custom web scraping jobs from Hired for tech talent marketplaces

    Hired

    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 hello@dataox.io 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 data gathering services

    custom schemas match your database

    99.9% uptime guarantee and stable data delivery with DataOx scraping services
    Extraction logic outputs data exactly as your systems expect it. Import scripts run smoothly because structured data collection anticipates your infrastructure..
    99.9% uptime guarantee and stable data delivery with DataOx scraping services

    sources scale up in days

    Reliable and accurate data delivery through automation and QA
    Adding 20 new platforms takes weeks internally. Our web data collection expands coverage in days.
    Reliable and accurate data delivery through automation and QA

    efficient delivery formats

    Strategic partnership and proactive problem-solving — DataOx client support
    CSV imports and API endpoints both work equally well. Data collection and integration happens however your team prefers.
    Strategic partnership and proactive problem-solving — DataOx client support

    extraction runs 24/7 on our servers

    Scalable web scraping with cost-effective pricing model
    Data gathering services operate continuously on dedicated infrastructure. Your team never maintains scraping servers or debugging midnight failures.
    Scalable web scraping with cost-effective pricing model

    immediate alerts when sources break

    Secure data handling with NDA protection — DataOx confidentiality guarantee
    Website redesigns break extraction logic overnight and you hear about it within hours. Proactive monitoring catches issues before your dashboards go empty.
    Secure data handling with NDA protection — DataOx confidentiality guarantee

    decade of anti-scraping experience on your side

    Websites deploy hundreds of anti-bot mechanisms and we’ve beaten them all since 2015. Your data gathering services benefit from thousands of extraction battles already won.
    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

    DataOx gave us a great project plan, and executed exactly as they promised. It was a large scale, complicated project but our PM handled it very well. Our needs for edits and fixes were responded to very quickly and accurately.

    We would definitely recommend DataOx.

    Photo of haven taylor

    haven taylor

    March 29, 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

    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

    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

    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

    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

    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

    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

    COMMON QUESTIONS ABOUT DATAOX DATA GATHERING SERVICES

    Do websites actually try to stop scraping bots?

    Yes they do. Hundreds of anti-bot mechanisms exist and sites deploy them aggressively. DataOx has spent years breaking through CAPTCHAs and rate limits. Our data gathering services overcome protections that block typical scrapers.

    Can I extract from 50 sources and receive one unified dataset?

    Absolutely. DataOx combines disparate sources into standardized schemas automatically. Your automated data collection runs across dozens of platforms and outputs merge into single files. Everything lands formatted identically regardless of origin.

    What happens when a website redesigns overnight?

    Extraction logic breaks and most vendors leave you stranded. DataOx monitors sources continuously and alerts you within hours of failures. We adapt collection scripts rapidly and restore your data flow.

    How fast can you add 20 new platforms to my extraction?

    It takes no longer than a week. DataOx infrastructure already handles 100+ source types and adding new platforms happens quickly. Your web data collection expands faster than internal engineering teams could manage.

    Can extracted data train machine learning models immediately?

    Yes if schemas match your requirements. DataOx formats datasets in the way your ML pipelines expect them. Training data flows directly into models because field structures anticipate your infrastructure.

    Why does gathering data from LinkedIn cost more than from Amazon?

    Anti-scraping complexity varies dramatically by platform. DataOx pricing reflects engineering difficulty and server resources required. LinkedIn deploys advanced bot detection that demands more infrastructure

    What if my competitor starts blocking your scrapers?

    They already tried. DataOx rotates thousands of proxies and adapts extraction methods continuously. Your business data collection continues uninterrupted because we engineer around new blocks daily.

    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.