Web Scraping Amazon
Useful competitor data may be two clicks away, but getting it from Amazon is not simple. You can’t waste time on manual scrolling or battling the anti-scraping systems. DataOx delivers product, pricing, and shipping data from Amazon directly to you. We handle web scraping Amazon end-to-end — from extraction to raw data files and clean, structured output.
How to Drive Decisions with Amazon Data
The world’s largest marketplace is full of public data — products for sale, rankings to see, reviews to read. Our Amazon scraper collects it to power your understanding of market trends, consumer preferences, and competitor tactics. We offer scalable custom solutions, allowing you to add new data types and integrate new sources when you are ready.
Data Sources
Amazon and more: eBay, Walmart, Shopify stores, Lazada, Shopee, Etsy, AliExpress, Alibaba, Best Buy, Target, Wayfair, Home Depot, Costco, marketplace APIs, seller dashboards, review platforms, price comparison sites, product catalogs, inventory databases, shipping trackers.
Implementation timeline
Two to three weeks, depending on the volume and complexity of the data sources. You can get in touch with our data specialists for a more accurate estimate that is customized for your requirements.
The Benefits of Amazon Scraping
Insights from major ecommerce sites give brands and retailers a competitive edge. Amazon is the most popular data source, hosting millions of sellers and hundreds of millions of goods. Our clients from various industries report tangible improvements.
5x
Faster market analysis. All the necessary data is gathered in one place, raw or structured to your needs.
70%
Reduction in manual work. Your team can focus on sales instead of gathering data.
4x
Faster data validation. We can set up a data processing system that suits your workflow.
90%+
Proven accuracy of sentiment analysis of Amazon reviews. No need to spend hours reading them.
Web Scraping Amazon for All Data Needs
Web Scraping Amazon for All Data Needs
DataOx offers result-focused data solutions for retailers and brands working in a competitive environment. Our Amazon scraping service delivers ready-to-use information structured around your team’s workflow. No coding or technical setup on your part — you can focus on implementing your market strategy.
Real-Time Price Monitoring
Historical Price Tracking
AI-Powered Amazon Scraping
Online Review Monitoring
Inventory & Stock Tracking
Custom Solutions for Scraping Amazon
Real-Time Price Monitoring
Capture changes the minute they happen on Amazon — keep your prices competitive
Our Amazon scraper is constantly checking prices across thousands of storefronts and notifies your team as soon as they change.
Price shifts detected within minutes
Promotional campaigns tracked automatically
Live competitor pricing dashboards
Discount detection automated
Alert system for critical changes
Featured Offer data analyzed
Output integrated with data from other marketplaces
Historical Price Tracking
Understand competitors’ pricing strategies — change your prices proactively
Scraping Amazon allows you to collect data over weeks and months, giving your team a longer view of competitor behavior. You can spot trends and anticipate market shifts before they affect your margins.
Historical data trends highlighted
Seasonal changes tracked
Stock availability monitored
Price pattern analysis included
Bundle pricing tracked
Alerts for major movements
AI-Powered Amazon Scraping
Smart extraction that understands context — act upon best quality data
Scraping Amazon product data with DataOx means we handle the duplicates, mistakes and structure issues. We clean data on demand using AI and manual tools to ensure high output quality.
Intelligent content recognition
AI-based duplicate removal
Automated data cleaning and validation
Review natural language processing
Improved structure and smart categorization
Price trends analysis
Online Review Monitoring
Understand customer preferences — learn on your competitors’ mistakes
DataOx utilizes a custom Amazon scraper to capture reviews and analyze their content automatically, no manual reading required. We provide actionable insights about what’s important for your customers.
Reviews collected daily
Natural language processing of reviews
Negative feedback highlighted
Common complaints extracted
Competitor rating comparison
Sentiment trends identified
Rating changes alerts
Response time tracking
Inventory & Stock Tracking
Monitor competitor stock in real time — seize your market opportunity
DataOx monitors stock levels of Amazon storefronts and notifies your team about critical changes. We combine scraping Amazon with other ecommerce platforms to give retailers a full view of their market.
Scheduled updates on stocking
Out-of-stock alerts automated
Restock pattern analysis
Seasonal changes tracked
Supplier comparison data
Backorder monitoring included
Historical stock data collected
Custom Solutions for Scraping Amazon
We deliver the exact data you need to make smart decisions in your unique niche
DataOx creates an Amazon scraping tool for your specific needs, with long-term scalability in mind.
Fully custom development
Local market adaptation
Data processing for unique purposes
Custom data formats and structure
Multi-source data aggregation
Integration with your system
Dashboards built for your workflow
Scalable architecture
Reliable support team
Web Scraping Amazon for All Data Needs
DataOx offers result-focused data solutions for retailers and brands working in a competitive environment. Our Amazon scraping service delivers ready-to-use information structured around your team’s workflow. No coding or technical setup on your part — you can focus on implementing your market strategy.
Who We Serve
Online
Retailers
Amazaon
Sellers
Price
Comparison Platforms
Amazon
Agencies
Dropshipping
Businesses
Inventory
Management
Repricing
Tool
Competitive
Intelligence Firms
Need Reliable Data Delivery That Scales? Let’s Talk!
From initial data requirements analysis to fully automated delivery pipelines, our team handles the complete data extraction and processing workflow. Stop wasting time on manual data collection and start making data-driven decisions faster.
collect amazon data on your terms
DataOx delivers data in any format you need. Pick a file type, structure, and schedule to put eBay data into your analytics pipeline.
Amazon
eBay
Walmart
Shopify
Lazada
Shopee
Etsy
AliExpress
Alibaba
Best Buy
Target
CSV
XLSX
JSON
XML
Database
CRM
Dashboards
Analytics
Insights
API
use cases
COMPETITOR INTELLIGENCE & ASSORTMENT TRACKING
DataOx Amazon web scraping delivers full catalogs of your competitors to your dashboard, making it easy to identify gaps and track assortment changes.
With seller ratings, customer reviews, and Featured Offer data, you identify the leaders of your industry and get insights into their success strategies.
PRICE TRACKING & AUTOMATED REPRICING
Amazon prices shift within hours, making it challenging to stay competitive without automation.
Dynamic pricing helps maximize revenue and requires real-time analytics. DataOx Amazon scraping tools spot pricing changes the minute they happen and notify your team immediately. We develop custom APIs to meet your automation needs and integrate data into your system.
CUSTOMER REVIEW & SENTIMENT ANALYSIS
With Amazon web scraping, you can understand consumer sentiment at scale.
Recurring themes in positive and negative feedback across thousands of storefronts reveal what works and what customer needs remain unmet. With scheduled data updates, you spot sentiment shifts and emerging trends before your rivals catch on.
INVENTORY & STOCK INTELLIGENCE
DataOx Amazon scraper can monitor stock levels across storefronts and deliver them into your system automatically.
Near real-time monitoring and out-of-stock alerts allow retailers to capitalize on temporary supply gaps. Use our Amazon scraping service to identify restock patterns, base your inventory decisions on data, and save money on storage.
NEW OPPORTUNITY DISCOVERY & PRODUCT RESEARCH
Scraping Amazon product data allows you to analyze pricing and feature sets of top-performing products before launching new offerings.
Comparing catalogs and spotting successful new product launches helps you see opportunities you’d otherwise miss, and real-time updates on pricing and stocking mean you can react fast.
TREND FORECASTING & DEMAND ANALYSIS
Amazon web scraping historical data helps you see established and emerging trends and adjust your strategy accordingly.
With product ratings and review analysis, you can spot customer sentiment shifts and move to meet new demand.
Data categories we scrape from Amazon
Product Prices
Customer Reviews
Stock Levels
Seller Ratings
Product Specifications
Discount Signals
Product Ranking
Catalog Images
Featured Offer Data
Shipping Costs
Bundle Pricing
Inventory Changes
8 Years of Uninterrupted Growth: How We Built the Ultimate AI Recruitment Platform from Scratch
Challenge
Discovered as the recruitment automation company needed to develop and scale AI-powered tools for small and mid-sized businesses. The core product – a customizable interview guide generator – required continuous development, enhancement, and strategic technical implementation to stay competitive in the rapidly evolving HR tech market.
Solution
Services delivered
Data Services:
- Data integration
- IDP (Intelligent document processing)
ATS (application tracking system) development
Development services:
- API development
- Full-stack Custom SaaS development
- AI-driven behavior automation implementation
- Continuous platform enhancement and maintenance
- Advanced onboarding system development
client priority
Team stability and dedicated support – ensuring consistent development team throughout the 8+ year partnership
Results
Platform Scale & Performance:
- 900K+ candidates in the system with 780K resumes
- 3.8K active job openings from 20K total posted
- 2.5K active client companies with 1K new companies added annually
- 3TB of data storage (AWS S3) supporting massive operations
- 120K assessments completed in the last year
- 20K video interviews conducted and processed
Choose your Ecommerce data sources to scrape
Amazon
eBay
Walmart
Shopify
Lazada
Shopee
Etsy
AliExpress
Alibaba
Best Buy
Target
Wayfair
Home Depot
Costco
Rakuten
Custom
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:
Email sales@data-ox.com 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.
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.
What data you need and from which sources
Your timeline and delivery preferences
Technical requirements and integrations
Budget considerations and project scope
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:
Project scope and deliverables
Technical approach and methodology
Timeline with key milestones
Fixed pricing with no hidden costs
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 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.
why companies choose dataox
reliable delivery, guaranteed stability
We ensure consistent data flows with 100% uptime. Your business operations run smoothly without interruptions or data gaps.
data quality you
can trust
Smart automation + manual QA where it matters — for accurate, consistent, and business-ready results.
proactive partnership,
not just service
We don’t just listen — we actively help solve your challenges. Our team anticipates issues and provides strategic guidance throughout the project.
сost-effective
at scale
Whether it’s 1 source or 3,000 — you pay for value, not overhead.
complete confidentiality protection
Your project stays secure with comprehensive NDAs. We never share, reuse, or transfer your data to third parties — your competitive advantage remains yours.
manual work out, automation in
We automate your data collection and delivery — so your team stays focused on what matters.
trusted by clients who value data security
For full details, visit our Privacy Policy
SSL Secured
GDPR Ready
CCPA Aware
Transparent Data Use
trusted technologies behind our data solutions
core languages
Python
Java
Java Script
web scraping & crawling
Playwright
jsoup
Scrapy
Selenium
Puppeteer
data processing & enrichment
Pandas
NumPy
Dask
PySpark
Open Refine
GPT API
Clearbit
system integration & apis
FastAPI
Spring Boot
Kafka
RabbitMQ
REST
GraphQL
document & ticket automation
Tesseract
pdfminer
Camelot
PDFBox
2Captcha
Amadeus API
Eventbrite API
custom data visualization
Plotly
Streamlit
Seaborn
Matplotlib
Bokeh
Altair
D3.js
Chart.js
Highcharts
cloud & delivery infrastructure
AWS
Docker
GitHub Actions
Redis
PostgreSQL
Firebase
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.
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!
March 13, 2026
Prompt. Got Job Done exactly how we wanted. Communicated clearly with the team about expectations and deadlines.
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!
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.
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!
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.
March 13, 2026
COMMON QUESTIONS ABOUT AMAZON WEB SCRAPING
How does scraping Amazon product data actually work?
DataOx runs automated extraction systems that continuously monitor product listings. Product specifications are extracted automatically, and prices are captured within minutes. The collected data is delivered in real time or on schedule.
Is scraping Amazon hard?
Yes, as Amazon limits automated access due to its Conditions of Use. Choosing a professional Amazon scraping service solves this problem. DataOx extracts public data from Amazon and delivers it in whatever format your team needs.
Can I track Amazon prices in real time?
Yes, DataOx Amazon scraper can capture prices every few seconds. You get notifications the minute the pricing changes and can react immediately.
Is Amazon web scraping legal?
Yes, for publicly available data. That includes product details, prices, public reviews, and other data anyone can see. DataOx provides legal support in every project.
What data can you scrape from Amazon?
Any data that is publicly available. DataOx Amazon scraping service delivers product listings, reviews, ranking, seller ratings, featured offers, and more.
What format does the Amazon data arrive in?
XLSX, CSV, JSON, XML, or any format that fits your analytics tools. DataOx develops custom solutions and API integration if that works better for your team.
Do you provide data samples before we pay?
Yes. DataOx sends you sample extractions in your chosen format first. You see exactly what the data looks like before committing to our Amazon scraping service.
Can you track Amazon pricing history?
Yes. DataOx captures every price change over a chosen time period, giving your team a clear view of competitor pricing patterns.
Get a Cost Estimate for Amazon Scraping Services
Please answer a few questions about your data needs, and our experts will get back to you with a custom cost estimate.
What type of Amazon data do you need?
Price monitoring & competitor tracking
Product information & specifications
Customer reviews & ratings
Stock availability & inventory levels
Market trends & demand analysis
Seller & marketplace intelligence
All of the above
Other (please specify)
NEXT
Which platforms do you need data from?
1-3 platforms (Amazon, eBay, Walmart)
4-10 platforms (major marketplaces)
10+ platforms (comprehensive coverage)
Custom/niche platforms
PREVIOUS
NEXT
How often do you need data updates?
One-time extraction
Daily updates
Weekly updates
Monthly updates
Real-time monitoring
PREVIOUS
NEXT
How many employees are in your organization?
<50
50-250
250-500
500-1000
1000-5000
5000+
PREVIOUS
NEXT
Anything else you'd like to add? (optional)
Required fields
Preferred way of communication
Any
Zoom/Google Meet
PREVIOUS
FINISH
Just one more step!
Thanks for sharing your data needs with us! 👋
You will receive the estimate for your project within 72 hours. It’s non-binding and absolutely free.