A team building ai data scraping instruments

AI DATA SCRAPING

Are you sure you have the best quality data to power your analytics and innovation? If not, even the smallest error or bias can be amplified tenfold during machine learning. DataOx AI data scraping helps your systems run on accurate, up-to-date information at any scale. We deliver data from online marketplaces, stock and crypto markets, news media, and other public sources, raw or prepared for your specific needs.

A team building ai data scraping instruments
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Custom dashboard development projects fail more often than clients admit. APIs break. Data formats change overnight. DataOx has done this work since 2015 for companies that tried building dashboards internally first. You skip that expensive learning phase. The real-time dashboard starts displaying accurate metrics on week one because we’ve debugged every common breakdown point that exists.

ANDRII PYLYPCHUK

Technical Lead

Our data scraping expertise for AI solutions across industries

Tech & SaaS

DataOx scrapes product listings, user-generated content, and other public data across industries to feed your next AI model. We ensure data quality and collection scale necessary for production-grade software. If you have a separate team for cleaning and enriching training data, raw data delivery is an option. If not, you can stop looking for the best AI data prep tools for web scraping. DataOx covers all the preparation steps and sends data ready to use.

Ecommerce & Retail

Your market shifts faster than a human can notice. AI-powered tools can help keep your prices competitive without manual checks and adjustments. DataOx AI data scraper gathers prices, product specifications, shipping data, and consumer reviews across whole industries, delivering datasets you can process for actionable insights. We enrich product catalogs by adding missing characteristics, deduplicating, and deleting outdated details.

Finance

DataOx extracts data from crypto and stock exchanges, financial news platforms, regulatory databases, and company websites. We track prices continuously and aggregate multiple sources into one dataset, structured and clean. The collected financial data goes straight to your dashboard or internal system via a custom API. Use it to delegate time-sensitive market analysis to a data-powered algorithm and automate trading.

Job & HR

Data-powered recruitment systems help you to assess candidates, match their skills with job descriptions, and find lateral hires faster. DataOx is mindful of recruitment data regulations and ensures high data quality. Data cleaning, updating, enrichment, and annotation are all available. We set up human-powered data validation systems, allowing your team to process candidates four times faster without additional risks.

Legal & Compliance

Navigating complex legal systems can be time-consuming when searching for documents manually. DataOx scrapes free legal databases, public records, and state law to create a research foundation for your team. We aggregate data from multiple states and countries, cleaning and structuring it to your needs. With system integration, you can use the data to power custom AI assistants and automate your research.

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

Scrape Any Public Source, Feed Any System

DataOx builds solutions around your needs and existing workflow. Pick your sources and delivery format, we handle the rest.

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

Indeed

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

Amazon

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

eBay

Bloomberg scraping data extracted from the Bloomberg terminal

Bloomberg

Yahoo Finance logo — Yahoo Finance market data scraping source

Yahoo Finance

Finviz logo for web scraping serices

Finviz

Binance Crypto Exchange Data API & Market Feeds

Binance

LinkedIn professional network data platform logo

LinkedIn

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

X

Instagram data scraping for engagement and influencer analytics

Instagram

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

Metrics

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

Widgets

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

Data Export

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

Reports

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

Updates

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

Mobile

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

Analytics

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

Charts

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

Alerts

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

API

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

Email

Data Scraping AI Solutions

In web scraping, AI helps improve data accuracy, handle dynamic content efficiently, and scale up faster. DataOx uses it to deliver ready-to-use data for machine learning in other niches. We collect information from thousands of sources and pre-process the datasets. Your team can skip the preparation and enrichment steps and start training your model immediately. After launch, we continue to deliver data in real time or on your schedule to keep your system running.

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AI-powered scraping

We use AI for smart data extraction, where it helps differentiate content types, account for context, compare different sources, remove duplicates, and categorize data points. DataOx combines an AI data scraper with human oversight to deliver consistent, high-quality output.

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Data preparation

DataOx scrapes public data from any industry and prepares it for training large language models and other AI algorithms. Our team cleans and structures the data, adds annotations, fixes errors, and fills in the gaps. We utilize the greatest AI data prep solutions in web scraping to help you build reliable AI instruments.

use cases

Automated Repricing

Sales teams lose deals because nobody notices warning signs until quarterly reviews happen. Custom dashboards display pipeline stages and conversion rates that update every hour. Managers spot struggling sellers before months of poor performance stack up. The real-time dashboard shows where deals get stuck in your process.

Automated repricing across ecommerce marketplaces

Sentiment Analysis & Customer Support

Understand your customers at scale using their own words. DataOx AI data scraper collects comments and reviews across marketplaces, forums, and social media to power natural language processing and feedback analysis. Use the data to train AI assistants that understand your customers and speak their language.

Customer sentiment analysis data extraction from social media, marketplaces, and forums

Algorithmic Trading

DataOx delivers prepared financial data for machine learning and real-time operation of your trading system. Automate your trading decision-making to capture arbitrage opportunities and utilize emerging trends.

Algorithmic Trading

AI-Powered Recruitment

Find talent faster with AI-powered candidate assessment, matching systems, and personalized outreach tools. DataOx AI data scraper collects highly granular recruitment data for tech, healthcare, legal, and other industries with specialized professional requirements.

Automated repricing across ecommerce marketplaces

Legal Research

Automate your work with legal databases to save time on case research and litigation preparation. Powered by large-scale legal data scraping, AI assistants can summarize cases, run smarter searches, generate drafts, and analyze contracts.

Automated legal data extraction for AI-powered research, case analysis, and litigation workflows
Automated repricing across ecommerce marketplaces Customer sentiment analysis data extraction from social media, marketplaces, and forums Algorithmic Trading Automated repricing across ecommerce marketplaces Automated legal data extraction for AI-powered research, case analysis, and litigation workflows

DATA CATEGORIES WE SCRAPE FOR AI USES

Product data

Pricing

Reviews

Job postings

Profiles

Case law

Court records

Stock prices

News sentiment

a professional working with data scraping AI algorithms

CHOOSE YOUR SOURCES TO SCRAPE FOR AI

    Indeed logo – Indeed web scraping for job postings and employment data

    Indeed

    Glassdoor logo – Glassdoor web scraping for salary and company reviews

    Glassdoor

    Linkedin ads data extraction for b2b campaign analysis

    LinkedIn

    Facebook logo – Facebook web scraping for social insights and lead generation

    Facebook

    X Twitter logo – Twitter web scraping and brand monitoring for trend analysis

    X/Twitter

    Amazon eCommerce data scraping source

    Amazon

    eBay logo – eBay web scraping for auction data and product review monitoring

    eBay

    Walmart icon — Shopee web scraping services across Walmart catalog

    Walmart

    Shopify logo – Shopify web scraping for store catalogs, product data, and pricing insights

    Shopify

    Lazada icon — Shopee ecommerce data scraping across Lazada marketplace

    Lazada

    Financial market data and news platform logos

    Bloomberg

    Yahoo Finance logo – Yahoo Finance web scraping for financial and stock market data

    Yahoo Finance

    Finviz logo for web scraping serices

    Finviz

    Binance Crypto Exchange Data API & Market Feeds

    Binance

    Coinbase Exchange Data & Trading Intelligence

    Coinbase

    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

    reliable delivery, guaranteed stability

    100% uptime guarantee and stable data delivery with DataOx scraping services

    We ensure consistent data flows with 100% uptime. Your business operations run smoothly without interruptions or data gaps.

    100% uptime guarantee and stable data delivery with DataOx scraping services

    data quality you

    can trust

    Reliable and accurate data delivery through automation and QA

    Smart automation + manual QA where it matters — for accurate, consistent, and business-ready results.

    Reliable and accurate data delivery through automation and QA

    proactive partnership,
    not just service

    Strategic partnership and proactive problem-solving — DataOx client support

    We don’t just listen — we actively help solve your challenges. Our team anticipates issues and provides strategic guidance throughout the project.

    Strategic partnership and proactive problem-solving — DataOx client support

    cost-effective
    at scale

    Scalable web scraping with cost-effective pricing model

    Whether it’s 1 source or 3,000 — you pay for value, not overhead.

    Scalable web scraping with cost-effective pricing model

    complete confidentiality protection

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    Your project stays secure with comprehensive NDAs. We never share, reuse, or transfer your data to third parties — your competitive advantage remains yours.

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    manual work out, automation in

    We automate your data collection and delivery — so your team stays focused on what matters.

    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

    COMMON QUESTIONS ABOUT AI DATA SCRAPING SERVICES

    What is AI data scraping?

    AI data scraping is the process of automatic data extraction from online sources using artificial intelligence and machine learning models. DataOx combines AI tools with human-powered, reliable techniques to collect, clean, and enrich data to your needs.

    What data can you scrape?

    DataOx can scrape publicly available data from marketplaces, corporate websites, stock exchanges, job boards, state records, social media, and other online sources. The data is delivered raw or structured and prepared for your use.

    Can you deliver ready-to-use data for machine learning?

    Yes, DataOx cleans the scraped data, builds structure, removes duplicates, adds labels, and fills gaps in values. We deliver data for custom tools, cover niche industries, and meet unique requirements. Your team can move straight to training.

    How often can I get data updates?

    DataOx delivers data at the frequency you choose — in real time, hourly, daily, or monthly. You pick the data delivery format and the level of pre-processing we perform before sending it to your team.

    What data formats do you provide?

    XLSX, CSV, JSON, or any other format you need. DataOx delivers raw scraped data, structured versions, and cleaned and enriched datasets. We can set up direct database feeds and connect data flow to your custom setup.

    Can you integrate scraped data into my existing system?

    Absolutely. DataOx builds tailored APIs and streams data directly into your dashboards, databases, CRM platforms, and AI systems. Updates happen automatically every few seconds or on a schedule that works for your team.

    Can you connect common LLMs (i.e., ChatGPT, Claude) to my database?

    Yes. DataOx connects ChatGPT, Gemini, Claude, and other LLMs to your internal system. We set up data flows and make sure the LLM has access to all your context to give smarter output. It helps you automate your work with AI and process your data faster.

    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.