There’s a running joke among e-commerce operators that if you want to know what your competitors are up to, you just need a good cup of coffee, a spreadsheet, and a few hours of copy-paste. But in 2025, with global online retail sales barreling toward and e-commerce accounting for over , that “manual” approach is about as effective as using a horse-drawn carriage for next-day delivery. The truth is, the e-commerce world is now a data arms race. Operations teams, marketers, and founders are all scrambling for the freshest product, pricing, and inventory data—because whoever has the best data, wins.
But here’s the catch: e-commerce sites are getting smarter (and sneakier). Dynamic content, CAPTCHAs, IP blocks, and ever-shifting layouts mean scraping product info is more like a spy mission than a simple download. That’s why a new breed of e-commerce scraper tools—powered by AI, headless browsers, and clever anti-blocking tech—are taking over. I’ve spent years in SaaS and automation, and I’ve seen firsthand how the right scraper can turn hours of grunt work into a two-click operation.
In this post, I’ll walk you through the top 10 e-commerce web scrapers for 2025, comparing their features, use cases, pricing, and real-world user feedback. Whether you’re a solo seller or running ops for a global brand, you’ll find something that fits your workflow (and maybe even lets you reclaim your weekends).
How We Chose the Best E-Commerce Scrapers
Let’s be real: not all web scrapers are created equal—especially when it comes to e-commerce. Our selection process focused on the features that matter most for e-commerce teams:
- Accuracy & Reliability: Can the tool extract the right data, even when sites change layouts or use dynamic JavaScript?
- Ease of Use: Is it friendly for non-coders, or does it require a PhD in XPath?
- Dynamic Content Handling: Does it work on modern, JavaScript-heavy sites with infinite scroll, pop-ups, and subpages?
- Anti-Blocking & IP Rotation: Can it dodge CAPTCHAs and IP bans, or does it get shut out after 10 requests?
- Pricing & Scalability: Are there affordable plans for small teams, and can it scale to enterprise-level jobs?
- User Reviews: What do real users say on , , and the ?
- E-Commerce Use Cases: Does it support SKU scraping, price monitoring, inventory checks, vendor research, and image extraction?
We included both AI-powered and traditional tools, covering everything from browser extensions to API-first platforms. The goal? Give you a clear, honest look at what works for e-commerce in 2025—no fluff, no hype.
What Makes a Great Ecommerce Scraper?
If you’re in e-commerce ops, you know the pain: product pages with ever-changing HTML, prices hidden behind JavaScript, and data scattered across subpages and paginated lists. A great e-commerce scraper needs to:
- Handle Dynamic Pages: Support for JavaScript rendering, infinite scroll, and AJAX-loaded content is a must.
- Flexible Templates: Adapt to different product page layouts—even when HTML structures vary wildly between vendors.
- Subpage & Pagination Support: Scrape not just the main listing, but also drill down into product details, reviews, and related items.
- Data Structuring & Export: Output clean, structured data (CSV, Excel, Google Sheets, Notion, Airtable) ready for analysis.
- Anti-Blocking Measures: Rotate IPs, solve CAPTCHAs, and mimic real user behavior to avoid bans.
- Multi-Site Adaptability: Work across Amazon, Shopify, eBay, Walmart, and niche marketplaces without constant reconfiguration.
- AI-Powered Extraction: Use machine learning to auto-detect fields, reduce noise, and adapt to site changes—especially handy for non-technical users.
In 2025, AI-powered scrapers are gaining traction because they can “read” a page like a human, adapt to new layouts, and even summarize or translate data on the fly. But traditional, template-based tools still have a place—especially for high-volume, repeatable tasks.
Thunderbit: AI-Powered Ecommerce Scraper for Every Store
Let’s kick things off with , the AI-powered Chrome extension my team and I have poured our hearts into. (Full disclosure: I’m the co-founder, so I know every nut and bolt under the hood.) But I’ll keep this balanced—Thunderbit is not for everyone, but for a lot of e-commerce teams, it’s a breath of fresh air.
Key Features
- AI Suggest Fields: Just click “AI Suggest Fields” and Thunderbit reads the page, recommends columns (like price, SKU, image, vendor), and even sets up extraction prompts.
- Subpage & Pagination Scraping: Scrape listing pages, then let Thunderbit auto-click into each product detail page, pulling in extra info (like reviews, specs, delivery details).
- Instant Templates: 1-click scrapers for Amazon, eBay, Shopify, Zillow, and more—no setup required.
- Noise Reduction: AI filters out ads, pop-ups, and irrelevant content, so you get clean data even from messy, dynamic sites.
- Multi-Language Support: Works in 34 languages, and can scrape/translate content from any global e-commerce site.
- Export Options: Send data directly to Excel, Google Sheets, Airtable, Notion, or download as CSV/JSON.
- Scheduled Scraping: Set up recurring scrapes to monitor prices, inventory, or vendor changes—perfect for price intelligence or MAP compliance.
- Free Utilities: 1-click email, phone, and image extractors—handy for lead gen and product image scraping.
Why It’s Unique
Thunderbit’s AI agent can adapt a single template to wildly different product pages—even if the HTML is a spaghetti mess. That means you don’t need to rebuild your scraper every time a vendor tweaks their site. It’s also great at handling dynamic content (think: infinite scroll, pop-ups, or AJAX-loaded prices), and the subpage scraping is a huge time saver for pulling enriched product data.
Typical E-Commerce Use Cases
- Price Monitoring: Track competitor prices across dozens of sites, with scheduled updates.
- SKU Scraping: Build product catalogs from supplier or competitor sites, including images and specs.
- Vendor/Dropshipper Research: Find and extract vendor contact info, delivery terms, and stock levels.
- Review & Delivery Info Extraction: Pull customer reviews, ratings, and shipping details for sentiment analysis or market research.
Pricing & Reviews
Thunderbit uses a credit-based model: the lets you scrape 6 pages/month (or 10 with a free trial). Paid plans start at $9/month (Starter, 500 credits), with Pro tiers for heavier users (up to 120,000 credits/year). Exporting data is always free.
- Chrome Web Store: 4.9★ (20,000+ users)
Limitations
Thunderbit is designed for business users, not hardcore developers. If you need to scrape millions of pages a day or want deep API integrations, you might outgrow it. Also, while the AI is great at adapting to new layouts, there’s a slight learning curve for first-timers (but our help a lot).
Browse.ai: Visual Ecommerce Scraper with Automation
Browse.ai is a no-code, cloud-based scraper that lets you “train a robot” by simply clicking on the data you want. It’s a favorite for teams who want to automate competitive monitoring without writing a single line of code.
Features
- Visual Robot Training: Point-and-click to teach robots what to extract.
- Automated Monitoring: Schedule robots to check for price or stock changes and send alerts.
- Cloud-Based: Robots run even when your computer is off.
- Integrations: Connect to Google Sheets, Airtable, Slack, and 7,000+ apps via Zapier.
- Prebuilt Robots: 150+ templates for Amazon, eBay, Best Buy, and more.
E-Commerce Use Cases
- Price Tracking: Monitor competitor prices and get notified of changes.
- Product Availability: Track stock levels across multiple sites.
- Content Aggregation: Collect product details, reviews, and new arrivals.
Pricing & Reviews
- Free Tier: 50 credits/month (about 50 pages)
- Paid Plans: Start at $49/month (2,000+ credits)
- G2: 4.8/5
- Capterra: 4.5/5
Strengths & Weaknesses
Browse.ai is super user-friendly and scales well for both small and large jobs. The main downside? If a site changes its layout, you might need to retrain your robot. Also, advanced anti-blocking is built-in, but for extremely protected sites, success can vary.
Octoparse: No-Code Ecommerce Web Scraper
Octoparse is a veteran in the no-code scraping world, offering both a desktop app and cloud service. It’s known for its power and flexibility—if you’re willing to climb the learning curve.
Features
- Visual Workflow Builder: Point-and-click to set up scraping tasks.
- Smart Mode: Auto-detects lists and tables for quick setup.
- Handles Dynamic Content: AJAX, infinite scroll, logins, and forms.
- Anti-Blocking: IP rotation, CAPTCHA solving, and proxy integration.
- Cloud Extraction: Run jobs 24/7, schedule scrapes, and export to Excel, CSV, JSON, or database.
E-Commerce Use Cases
- Bulk Product Extraction: Scrape thousands of SKUs, prices, and reviews.
- Competitor Intelligence: Monitor pricing and availability across marketplaces.
- Review Mining: Collect customer feedback for sentiment analysis.
Pricing & Reviews
- Free Plan: 10K rows/export, 2 concurrent runs
- Standard: $119/month
- Professional: $299/month
- G2/Capterra: 4.7/5
Fit
Octoparse is ideal for business users who want power without code, but be prepared for a learning curve. For technical users, it’s a playground; for beginners, start with templates.
Bright Data: Enterprise-Grade Ecommerce Scraping
Bright Data is the heavyweight champion for enterprise-scale scraping. If you need to scrape millions of pages, dodge every anti-bot trick, and want white-glove support, this is your tool.
Features
- Massive Proxy Network: 72M+ IPs, geo-targeting, and mobile proxies.
- Web Scraper API: Handles headless browsing, CAPTCHAs, and returns structured data.
- No-Code Data Collector: Prebuilt templates for Amazon, eBay, AliExpress, and more.
- Dataset Marketplace: Buy ready-made e-commerce datasets.
- Compliance & Support: In-house legal team, 24/7 support, and dedicated account managers.
E-Commerce Use Cases
- Real-Time Price Comparison: Track prices across global markets.
- MAP Compliance: Monitor unauthorized discounting.
- Market Research: Aggregate product listings and reviews at scale.
Pricing & Reviews
- No Free Tier: Free trial available
- Usage-Based: ~$2.80 per 1,000 results
- G2/Trustpilot: 4.6/5
Strengths & Weaknesses
Bright Data is unmatched for scale and reliability, but it’s premium-priced and best suited for large teams or enterprises. The learning curve and cost may be overkill for smaller shops.
ScraperAPI: Flexible Ecommerce Scraper with API Endpoints
ScraperAPI is a developer’s best friend—a simple API that handles proxies, CAPTCHAs, and JavaScript rendering, so you can focus on parsing the data.
Features
- API-First: Fetch any page’s HTML or JSON with a single API call.
- Automatic IP Rotation: Geo-targeting for 50+ countries.
- JavaScript Rendering: Handles dynamic, modern e-commerce sites.
- Concurrent Requests: High throughput for large-scale scraping.
- SDKs: Python, Node.js, PHP, Ruby, Java.
E-Commerce Use Cases
- Custom Price Aggregation: Feed product data into your own dashboards or apps.
- Inventory Monitoring: Track stock levels across multiple sites.
- Review Scraping: Collect reviews for sentiment analysis.
Pricing & Reviews
- Free Trial: 5,000 API calls
- Paid Plans: Start at $49/month (100K requests)
- G2: 4.4/5
Fit
Perfect for technical teams building custom scrapers or apps. Not for non-coders, but unbeatable for flexibility and cost-effectiveness.
Zyte: Fast and Customizable Ecommerce Web Scraper
Zyte (formerly Scrapinghub) is a powerhouse for developers and enterprises who want AI-powered, fully managed scraping.
Features
- Zyte API: Unified endpoint for crawling, unblocking, and extracting data.
- AI Parsing: Automatic extraction of product fields, even as sites change.
- Smart Proxy Manager: Advanced anti-blocking and IP rotation.
- Compliance: In-house legal team and ethical data collection.
E-Commerce Use Cases
- Enterprise Catalog Extraction: Scrape entire categories or marketplaces.
- Competitor Price Feeds: Automated, structured price and stock data.
- Brand Monitoring: Track unauthorized sellers or incorrect listings.
Pricing & Reviews
- Free Credits: ~$25/month to start
- Paid Plans: Start at ~$100/month
- G2: 4.4/5
Fit
Best for technical teams or enterprises needing scale, compliance, and AI-powered extraction. Less approachable for non-coders.
Bardeen AI: Automation-First Ecommerce Scraper
Bardeen is an AI automation tool and Chrome extension that lets you scrape web data as part of broader workflows—think of it as your browser’s Swiss Army knife.
Features
- AI Playbooks: Natural language prompts to set up scraping and automation.
- Integrations: Google Sheets, Notion, Slack, CRMs, and more.
- Cloud & Local Runs: Schedule recurring scrapes or run on-demand.
- Browser-Based: Scrapes what you see, including dynamic content.
E-Commerce Use Cases
- Lead Generation: Scrape supplier or vendor info directly into your CRM.
- Quick Price Checks: Grab competitor prices and send alerts to your team.
- Product List Extraction: Build lists of SKUs, prices, and images for research.
Pricing & Reviews
- Free Plan: 100 credits/month
- Paid Plans: Start at $99/month ()
- G2: 4.8/5
Fit
Great for sales and ops teams who want to automate repetitive scraping and data entry. Not designed for massive-scale crawling, but fantastic for daily workflow automation.
Data Miner: Chrome Extension for Ecommerce Product Scraping
Data Miner is a classic Chrome extension for point-and-click scraping, beloved by non-coders and researchers.
Features
- Recipe Library: 60,000+ prebuilt extraction recipes for common sites.
- Custom Extraction: Visual selector for building your own recipes.
- Pagination Automation: Scrape across multiple pages.
- Export Options: CSV, Excel, Google Sheets.
E-Commerce Use Cases
- Quick Product Scraping: Grab product lists, prices, and details from almost any site.
- Market Research: Build competitor catalogs or monitor new arrivals.
- Contact Extraction: Pull vendor or supplier info from directories.
Pricing & Reviews
- Free Plan: 500 pages/month
- Paid Plans: Start at $19.99/month
- Chrome Store: 4.0★ (300K+ users)
Fit
Ideal for small businesses and non-technical users who need quick, one-off scrapes. Not built for high-frequency or large-scale jobs.
Oxylabs: Robust Ecommerce Scraper for Any Online Store
Oxylabs is a premium provider of proxies and scraper APIs, built for serious data extraction at scale.
Features
- 100M+ Proxies: Residential, datacenter, and mobile IPs worldwide.
- E-Commerce Scraper API: Structured data for Amazon, Walmart, eBay, and more.
- AI Parsing: Adaptive extraction even as sites change.
- Geo-Targeting: Scrape region-specific prices and availability.
E-Commerce Use Cases
- Global Price Intelligence: Monitor prices and stock in multiple countries.
- MAP Enforcement: Track unauthorized discounts or sellers.
- Data Aggregation: Build massive product databases for analytics.
Pricing & Reviews
- Free Trial: 7 days
- Paid Plans: Start at $49/month or ~$1.60 per 1,000 results
- G2: 4.7/5
Fit
Best for enterprise users or agencies needing high reliability, support, and global reach. Overkill for small teams, but a powerhouse for big data needs.
Apify: Customizable Ecommerce Scraper Platform
Apify is the “Swiss Army knife” of web scraping—offering a marketplace of ready-made scrapers (actors) and a platform for building your own.
Features
- Actor Marketplace: 4,500+ ready-made scrapers for Amazon, eBay, Shopify, and more.
- Custom Actor Development: Build your own in JavaScript/Python, run in the cloud.
- Scheduling & API: Automate recurring scrapes and integrate with your stack.
- Proxy Integration: Use Apify proxies or bring your own.
E-Commerce Use Cases
- Product Catalog Aggregation: Scrape entire categories or marketplaces.
- Review & Sentiment Analysis: Collect and analyze customer feedback.
- Inventory Monitoring: Track stock and availability across suppliers.
Pricing & Reviews
- Free Tier: $5/month in credits
- Paid Plans: Start at $49/month
- G2: 4.7/5
Fit
Perfect for developers or teams who want maximum flexibility, or anyone who can find what they need in the actor store. Some learning curve for custom jobs, but unbeatable versatility.
Feature Comparison Table: Ecommerce Scraper Tools at a Glance
| Tool | Key Features | Pricing | Supported Sites | Export Options | User Ratings | Best For |
|---|---|---|---|---|---|---|
| Thunderbit | AI field detection, subpage/pagination, templates, multi-language | Free, $9+/mo | Any (Amazon, eBay, Shopify, etc.) | Excel, Sheets, Notion, Airtable, CSV | 4.9 (Chrome) | Non-coders, SMBs, ops teams |
| Browse.ai | Visual robots, monitoring, cloud, integrations | Free, $49+/mo | Any, 150+ templates | Sheets, Airtable, CSV | 4.8 (G2) | No-code users, monitoring |
| Octoparse | Visual builder, cloud, anti-blocking, templates | Free, $119+/mo | Any, 100+ templates | Excel, CSV, JSON, DB | 4.7 (G2) | Power users, large jobs |
| Bright Data | Proxy network, APIs, data collector, datasets | Trial, $2.80/1k | Any, prebuilt for Amazon, eBay, etc. | JSON, CSV, DB | 4.6 (G2) | Enterprise, global scale |
| ScraperAPI | API, proxies, JS rendering, SDKs | Trial, $49+/mo | Any | HTML, JSON | 4.4 (G2) | Developers, custom apps |
| Zyte | AI parsing, smart proxy, compliance | $25+ credits, $100+/mo | Any, Amazon, eBay, etc. | JSON, CSV | 4.4 (G2) | Enterprises, dev teams |
| Bardeen | AI playbooks, automation, integrations | Free, $99+/mo | Any (browser-based) | Sheets, Notion, Slack | 4.8 (G2) | Sales/ops, workflow automation |
| Data Miner | Chrome extension, recipes, pagination | Free, $19.99+/mo | Any, 60k+ recipes | CSV, Excel, Sheets | 4.0 (Chrome) | Non-coders, quick scrapes |
| Oxylabs | 100M proxies, scraper APIs, AI parsing | Trial, $49+/mo | Any, Amazon, Walmart, etc. | JSON, CSV | 4.7 (G2) | Enterprise, global ops |
| Apify | Actor marketplace, custom scripts, cloud | Free, $49+/mo | Any, 4,500+ actors | JSON, CSV, API | 4.7 (G2) | Devs, custom workflows |
Choosing the Right Ecommerce Scraper for Your Business
Picking the best e-commerce scraper is a bit like choosing a car: do you need a zippy city runabout, or a heavy-duty truck? Here’s how to decide:
- For Non-Technical Users & SMBs: Tools like , Browse.ai, and Data Miner are your best bet. They’re easy to set up, require no coding, and handle most e-commerce scraping needs out of the box.
- For Power Users & Large Data Jobs: Octoparse and Apify offer more flexibility and scale, with templates and cloud execution for big jobs.
- For Developers & Custom Integrations: ScraperAPI and Zyte are API-first, letting you build custom solutions and integrate with your own apps.
- For Enterprise & Global Scale: Bright Data and Oxylabs are built for massive, mission-critical scraping, with unbeatable anti-blocking and support.
- For Workflow Automation: Bardeen is perfect if you want to combine scraping with automated data entry, alerts, or CRM updates.
Pro tip: Always start with a free trial or tier. Test your target sites, check export options, and read user reviews to avoid surprises down the line.
Conclusion: Powering Ecommerce Operations with the Right Scraper
In 2025, e-commerce is a data-driven battlefield. The right e-commerce scraper can mean the difference between flying blind and making smart, timely decisions on pricing, inventory, and market trends. Whether you’re scraping SKUs for a product launch, monitoring competitor prices, or scouting new vendors, there’s a tool on this list that fits your needs and skill level.
The rise of AI-powered scrapers—like and Zyte—means you no longer need to be a developer to extract structured, reliable data from even the messiest sites. At the same time, enterprise platforms like Bright Data and Oxylabs ensure that even the largest brands can keep up with the data deluge.
My advice? Don’t settle for manual copy-paste or outdated tools. Explore these top e-commerce web scrapers, automate your data pipelines, and give your operations team the edge they deserve. And if you’re curious about how AI is changing the web scraping game, check out for more deep dives and tutorials.
FAQs
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What key capabilities should you look for in a 2025 e-commerce scraper?
Look for tools that render JavaScript and infinite scroll, adapt templates to changing layouts, support subpage and pagination scraping, structure data into CSV/JSON/Sheets, and include anti-blocking measures like IP rotation and CAPTCHA bypass. Scalability, reliable updates when sites change, and flexible export options are essential for accurate, ongoing data extraction.
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How do AI-powered scrapers differ from traditional template-based tools?
AI-powered scrapers use machine learning to auto-detect fields, filter out ads or pop-ups, and adapt to new HTML without manual reconfiguration. They can summarize or translate content on the fly and handle messy, dynamic pages like a human reviewer, reducing the need for custom selectors. Traditional tools excel at high-volume, repeatable tasks but require more hands-on setup.
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How can Thunderbit streamline my e-commerce data extraction?
Thunderbit’s Chrome extension reads any product page, suggests columns (price, SKU, images), and auto-clicks through listings to pull specs, reviews, and shipping details. With one-click templates for Amazon, eBay, Shopify, built-in IP rotation, and scheduled scraping, you get clean, structured data (CSV, Sheets, Airtable) without writing a single line of code—ideal for non-technical teams.
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