a team discussing price scraping

PRICE SCRAPING

Struggling to keep your price competitive? Online prices change in a matter of minutes, and customers will follow the cheaper option before you find time to do manual checks. To keep up, you need a data-backed pricing strategy. DataOx price scraping allows you to assess whole industries at scale and monitor price fluctuations in near real time.

a team discussing price scraping
Frame 634920 9430 liteimage

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 price scraping services across industries

Travel & Hospitality

Scrape flight fares, hotel room rates, and car rental prices to design optimal travel plans for your clients or colleagues. The DataOx team provides the best flight price monitoring services, integrating the collected data directly into your existing systems. We check for updates on your schedule or set up real-time alerts about changes that matter to you. Streamline your processes and catch short-lasting opportunities.

Finance & Crypto

DataOx price scraping software collects trading data across stock exchanges, crypto platforms, and financial news media every few seconds. Stop manually reloading websites for updates. Choose the price thresholds or topics you cannot miss and wait for our notification. We deliver data that helps teams make trading or investment decisions, powers algorithmic strategies, feeds risk models, and enhances market intelligence products.

Automobile

DataOx delivers car prices raw or in enriched datasets with full information about vehicle features, conditions, and inventory levels. We offer the best services for monitoring car price changes, setting up real-time tracking and delivering data to your dashboards. DataOx structures, cleans, and prepares data for market analysis and machine learning to help you predict prices and spot trends before your competitors do.

Ecommerce

Dynamic pricing improves your position in volatile online markets, helping you stay on top of micro shifts and regional changes. DataOx competitor price monitoring services ensure you have the data in real time to alert your team or feed your repricing tool. We cover Amazon, eBay, Walmart, other marketplaces, and online platforms where your rivals operate.

Real Estate

DataOx price scraping tools crawl hundreds of property listings and platforms across the internet to make sure you catch every promising development. The data can be structured by regions, cities, or neighbourhoods, and enriched with reviews and additional local information. Utilize scraping to identify subtle changes in the real estate market and make informed, time-sensitive investment decisions.

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

Track Prices Across Any Market, Receive Data in Any Format

DataOx price monitoring service covers 100+ sources at once, giving you full coverage of your market in near real time or on schedule. You pick a format that fits your system.

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

Walmart icon — Shopee web scraping services across Walmart catalog

Walmart

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

Google Flights — Flight search and price comparison platform

Google Flights

Web scraping Zillow data from Zillow platform

Zillow

Booking.com — Global travel booking platform with flight search

Booking.com

Rentalcars — Global Car Rental Data Platform

Rentalcars

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

Price Scraping and Monitoring Infrastructure

A working pricing strategy gives exponential results. A 1% price improvement has a 6% effect on a business’s profitability. Getting there requires a data-based approach: knowing what competitors charge and when they change prices. The best price scraping tools aggregate price data from multiple sources, providing you with the full picture of your market. With DataOx, you can choose useful public sources without worrying about anti-scrapers, layout changes, or ther technical challenges.

Frame 634306 9442 liteimage

Raw data delivery

Just an XLSX, CSV, JSON, XML, or other file type with the prices you need. This is a solution for analytics teams who already have all the tools and need only raw data to feed them. Pick your sources and data types, set a schedule, and get ready-to-use data that matches the scraped sites with 100% accuracy.

Frame 634306 1 9443 liteimage

System integration

DataOx structures, cleans, and prepares data to put it directly into your existing system. We automatically update databases, synchronize the data with cloud storage, and build custom APIs to connect it to your setup. Our custom solutions include dashboards and visualisations that update in real time or on your schedule without any manual work on your part.

use cases

Benchmarking

71% of online shoppers consider price the most important purchasing factor. Scrape prices to establish market baselines and adjust your pricing to meet customers’ expectations. DataOx delivers raw data and sets up comparison dashboards to streamline your analytics process.

Automated repricing across ecommerce marketplaces

Dynamic Pricing

Our competitor price monitoring services don’t stop at one-time delivery. DataOx provides real-time tracking of all market changes, sends custom alerts, and builds system integration solutions to power automated repricing.

DataOx provides real-time tracking of all market changes

Travel Fare Monitoring

Use price scraping tools to track flight, hotel, and car rental prices across booking platforms and airline sites. Integrate the data into your system to power analytics, train AI assistants, and plan trips with the best price-quality ratio.

Use price scraping tools to track flight, hotel, and car rental prices

Trend Analysis

DataOx price monitoring services allow you to collect historical data for your analytics team or AI system. Spot seasonal peaks, identify patterns, and build a forecasting model to stay ahead of the next market shift.

DataOx price monitoring services allow you to collect historical data

Minimum Advertised Price Compliance

Manual checks on all the third-party sellers drain hours. DataOx automates the monitoring, covering shops and storefronts across the internet and delivering data as often as you need. Choose notification settings and let your team focus on new sales.

Minimum advertised price compliance
Automated repricing across ecommerce marketplaces DataOx provides real-time tracking of all market changes Use price scraping tools to track flight, hotel, and car rental prices DataOx price monitoring services allow you to collect historical data Minimum advertised price compliance

DATA CATEGORIES INCLUDED IN OUR PRICE MONITORING SERVICES

Product prices

Discounts

Shipping costs

Bundle pricing

Stock prices

Auction bidding

Buy It Now price

Product specifications

Regional prices

Price monitoring services data categories

CHOOSE YOUR SOURCES FOR PRICE SCRAPING

    Amazon icon — Shopee ecommerce data scraping across Amazon listings

    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 scraping

    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

    Google Flights — Flight search and price comparison platform

    Google Flights

    Web scraping Zillow data from Zillow platform

    Zillow

    Scrape real estate data similar to Zillow from Realtor.com

    Realtor.com

    Booking.com logo — Booking.com data scraping

    Booking.com

    Rentalcars — Global Car Rental Data Platform

    Rentalcars

    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

    сost-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 PRICE SCRAPING SERVICES

    What is price scraping?

    Price scraping is the automated collection of pricing data from websites. Businesses build their own price scraping Python tools, subscribe to ready-made software, or use professional services. DataOx team offers custom scraping solutions tailored to specific sources, data points, and delivery schedules.

    What sources can you scrape for prices?

    Any publicly available marketplace or site, including Amazon, eBay, booking platforms, airline websites, financial data aggregators, real estate listings, and more. DataOx handles anti-scraping bots and delivers the public data in the format you choose.

    Do you offer flight price monitoring services?

    Yes. DataOx collects pricing data from airline websites and flight aggregators, covering fares, fare classes, ancillary fees, and route-level pricing across departure dates. We have worked with travel tech companies on hotel and flight price monitoring pipelines, handling up to a thousand updates daily.

    How accurate is the scraped data?

    DataOx scraping tools deliver data that matches the sources completely. Unlike manual data collection, automated scraping generates 100% accurate data as long as your sources are error-free.

    How quickly does the monitoring start?

    Simple DataOx setups typically launch in 3 business days. For complex solutions, the timeline depends on the number of sources and delivery requirements. You can specify the priority for different sources to get time-sensitive data first.

    Can you scrape prices across multiple countries and currencies?

    Yes. DataOx price scraping services cover multiple sources in any language, domain, and currency. We can structure the data accordingly, enrich it, and deliver consistent output for your system requirements.

    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.