Stop wasting hours on manual data entry. Copying and pasting information from websites is slow, boring, and full of errors. Whether you're building lead lists, tracking competitor prices, or finding top talent, this repetitive work steals time from the tasks that actually grow your business.

What if you could automate the entire process with a single click? A powerful data scraping Chrome extension does just that. It transforms hours of manual labor into a simple, automated workflow, delivering clean, structured data directly to you. No more messy spreadsheets or endless copy-paste cycles.

This guide breaks down the top 12 extensions to help you find the perfect fit. We've analyzed their features, best use cases, and pricing so you can make a smart choice. Let's find the right tool to help you stop collecting data and start using it.

1. Clura

Clura is a powerful, no-code AI scraping agent delivered as a remarkably simple data scraping Chrome extension. It’s built to turn tedious web data collection into a streamlined, one-click workflow. The tool excels at automating the process of scraping, organizing, and exporting clean, structured data from almost any public website.

Its main strength is making advanced data extraction easy for everyone, no matter your technical skill. Whether you need to build lead lists from LinkedIn, track competitor pricing on Shopify, or source candidates from job boards, Clura simplifies the task with pre-built templates and smart AI agents. The promise is clear: stop copying and pasting and start getting actionable data instantly.

“Clura saved me hours every week. It’s the simplest way to get data from any website.” - Daniel Ruiz

Key Features & User Experience

Clura is designed for speed and simplicity. The platform works entirely in your browser, so there’s no complex setup required.

• One-Click Scraping: Launch the extension, pick a template or let the AI find the data, and click "Run" to get an instant CSV file.

• AI Agent Automation: Schedule recurring scraping jobs to run automatically, keeping your data for price monitoring or competitor tracking always up-to-date.

• Broad Site Compatibility: Easily extracts data from complex sites like LinkedIn, Crunchbase, Amazon, Google Maps, and various e-commerce platforms.

• Pre-Built Templates: A library of ready-to-use templates for common tasks like lead generation and product cataloging helps you get started fast.

Pricing and Plans

Clura offers flexible pricing for individuals and teams.

• Free Plan: Includes 300 rows/month, access to all templates, and 10 agent runs per month.

• Grow Plan: Starts at $15/month and offers more rows, unlimited agent runs, and email support.

Pros:

• Exceptionally easy-to-use no-code interface.

• Powerful AI agents for automating repetitive scraping tasks.

• Instant CSV export of clean, structured data.

• Generous free plan for getting started.

Cons:

• Currently limited to Chrome and Chromium-based browsers.

• Usage is subject to plan-based row limits.

Website: https://www.clura.ai

2. Chrome Web Store

Before picking a specific tool, the best place to start your search is Google's official marketplace. The Chrome Web Store is the central hub for finding and installing thousands of extensions directly into your browser. It’s the safest place to begin because it provides user ratings, reviews, and developer information all in one spot.

Think of it as your launchpad. You can compare different data scraping tools and install them with a single click. The platform's security is a major benefit, as it clearly shows the permissions an extension needs before you install it, giving you control over your privacy.

Why It's a Go-To Resource

The store’s biggest advantage is its mix of trust and convenience. Automatic updates ensure your tools are always running the latest, most secure version without any manual effort.

• Pros: Official and trusted source, one-click installation, clear permission and privacy information.

• Cons: The search function is basic, so finding the right tool can sometimes be difficult.

• Website: https://chromewebstore.google.com/

3. Web Scraper (webscraper.io)

For users who need more than simple clicks, Web Scraper is a true powerhouse. This platform lets you visually build complex scraping "sitemaps" to define how the scraper navigates a site, clicks links, and extracts data—all from your browser.

What makes it stand out is the Web Scraper Cloud. This service runs your sitemaps on the cloud, enabling scheduled scrapes, parallel processing, and integrations with tools like Google Sheets. This makes it ideal for scaling your data collection, like building a massive prospect list. To learn more, see how web scraping fuels lead generation.

Why It's a Go-To Resource

Web Scraper bridges the gap between beginner-friendly extensions and advanced coding. It’s a mature tool with great documentation, tutorials, and an active community to help you succeed.

• Pros: Mature product with strong community support, cloud service for scaling, API access, and job scheduling.

• Cons: The visual sitemap builder has a learning curve for complex websites.

• Website: https://webscraper.io/

4. Data Miner (dataminer.io)

Data Miner is a great choice for users who want a custom scraper without writing code. This point-and-click data scraping Chrome extension turns web pages into structured tables, making it perfect for extracting product lists, contact details, or real estate listings. Its best feature is a library of over 60,000 public "recipes" that automate extraction from popular websites with a single click.

If a public recipe doesn't exist for your target site, you can easily create your own. The tool also handles advanced tasks like automatic pagination (scraping data across multiple pages) and can run jobs across several URLs at once.

Why It's a Go-To Resource

Data Miner balances simplicity for beginners with powerful features for bigger projects. You can export data directly to CSV, Excel, or Google Sheets to streamline your workflow.

• Pros: Huge library of pre-built recipes, easy to use for non-technical users, paid custom recipe service available.

• Cons: Page-credit limits on free and low-tier plans require upgrades for heavy use.

• Website: https://dataminer.io/

5. Instant Data Scraper (Web Robots)

When you need data right now with no fuss, Instant Data Scraper is the perfect tool. This free and simple data scraping Chrome extension is designed for speed. It automatically detects tables and lists on a webpage, letting you grab what you need in just a couple of clicks. It's ideal for quick, one-off tasks like pulling a product list from a directory.

What makes Instant Data Scraper great is its focus on privacy and simplicity. All processing happens locally in your browser, so your data never touches an external server. This also makes it incredibly fast. The tool can even handle basic pagination, automatically clicking "next" to scrape data across multiple pages.

Why It's a Go-To Resource

Its "instant" nature makes it a must-have for quick data collection tasks where complex setups would only slow you down.

• Pros: Extremely easy to use with no setup required, privacy-friendly, completely free with no sign-up.

• Cons: Limited to simple table and list structures, cannot handle complex websites.

• Website: https://webrobots.io/instantdata/

6. Simplescraper (simplescraper.io)

Simplescraper is a fantastic data scraping Chrome extension that combines ease of use with powerful cloud-based automation. Its visual selector lets you click on the data you want to extract and save the process as a repeatable "recipe." This makes it incredibly easy for non-technical users.

Simplescraper’s AI-powered 'Smart Extract' feature intelligently identifies data fields to minimize manual work. It also handles advanced tasks like pagination and scraping behind logins. Once your recipe is built, you can run it on multiple URLs and send the data directly to Google Sheets or an API.

Why It's a Go-To Resource

Simplescraper is ideal for marketers, recruiters, and e-commerce sellers who need reliable data without writing any code. It bridges the gap between simple, one-off scrapes and complex, automated data pipelines.

• Pros: Very fast setup, powerful automations and integrations, great for non-technical users.

• Cons: Some advanced features require paid credits or an account sign-in.

• Website: https://simplescraper.io/

7. Apify (apify.com)

When your data needs outgrow a simple Chrome extension, Apify is the next step. It’s a powerful cloud platform that supercharges your data collection. Apify offers a huge marketplace of pre-built scrapers, called "Actors," that can tackle complex sites like a pro.

Think of it as data scraping on an industrial scale. You can schedule jobs, manage proxies, and integrate your data directly into other applications using APIs. It’s the perfect solution for running large, recurring scraping tasks without using your own computer's resources. The platform's free tier is generous, making it easy to try.

Why It's a Go-To Resource

Apify provides the scalability and automation of an enterprise tool while remaining accessible through its library of ready-made Actors. It’s a great bridge between a lightweight data scraping chrome extension and a fully custom solution.

• Pros: Scales beyond local browser limits, huge library of pre-built scrapers, powerful automation features.

• Cons: The pricing model can be complex and may be overkill for simple tasks.

• Website: https://apify.com/

8. Octoparse

Octoparse offers a powerful hybrid approach. It’s a robust desktop and cloud-based application designed for no-code, large-scale data extraction. It also includes a browser mode to handle complex websites that simpler extensions might struggle with. This makes it a great step-up for users who have outgrown basic browser add-ons.

Think of Octoparse as an enterprise-grade scraper in a user-friendly package. You can build scraping workflows with its point-and-click builder or choose from hundreds of pre-built templates. For serious projects, it provides scheduled cloud extraction, automatic IP rotation, and CAPTCHA solving to ensure your data collection runs smoothly.

Why It's a Go-To Resource

Octoparse empowers non-technical users to tackle massive and complicated scraping jobs, from building Amazon product catalogs to monitoring competitor pricing across thousands of pages.

• Pros: Strong for complex jobs without coding, extensive learning resources, powerful anti-blocking features.

• Cons: Primarily a desktop/cloud app, not a simple Chrome add-on; advanced features require paid plans.

• Website: https://www.octoparse.com/

9. ParseHub

While not a lightweight data scraping Chrome extension itself, ParseHub is the perfect next step for users who need more power. It’s a robust, visual web scraping tool that runs as a desktop or web application. It's designed to handle complex scenarios like pagination and multi-page workflows with a simple point-and-click interface.

Think of ParseHub as a dedicated scraping studio. Its visual interface lets you select data fields without writing code. Its extensive library of tutorials makes it one of the most accessible yet powerful tools for e-commerce, real estate, or news aggregation projects.

Why It's a Go-To Resource

ParseHub bridges the gap between simple extensions and full coding solutions. The free tier is generous, but its true power is unlocked in paid plans, which add features like IP rotation and scheduled runs.

• Pros: Beginner-friendly with excellent tutorials, handles complex site structures, powerful free plan.

• Cons: It's a separate, heavier application, not a true Chrome extension; advanced features require a paid subscription.

• Website: https://www.parsehub.com/

10. PhantomBuster

PhantomBuster is more of an automation platform than just a data scraping Chrome extension. It excels at lead generation by providing over 100 pre-built automations, or "Phantoms," that run in the cloud. The Chrome extension acts as a bridge, securely capturing your session cookies to authorize these cloud bots to work for you on platforms like LinkedIn, Instagram, and Google Maps.

This setup is perfect for sales, marketing, and recruiting teams. You can build entire lead-generation funnels, from scraping profiles to sending connection requests. The platform integrates with popular CRMs, making it a key part of any growth toolkit.

Why It's a Go-To Resource

PhantomBuster's strength is its focus on growth automation. Instead of a blank canvas, it offers ready-made solutions for common business challenges, saving you time.

• Pros: Excellent for social media automation, huge library of pre-built "Phantoms," strong CRM integrations.

• Cons: The credit/execution time model can be restrictive; more focused on growth workflows than general web scraping.

• Website: https://phantombuster.com/

11. Bardeen (bardeen.ai)

Bardeen integrates data scraping directly into powerful automation workflows. Instead of just pulling data, Bardeen acts as an AI agent that scrapes information and immediately sends it to other apps like Google Sheets or your CRM. It’s built for users who need to connect web data to their business processes without manual copy-pasting.

The platform shines with its library of "Playbooks"—pre-built automation recipes for tasks like scraping LinkedIn profiles and sending them to a spreadsheet. Its no-code builder lets you create unique workflows using natural language commands, making it accessible to everyone.

Why It's an Automation Powerhouse

Bardeen is ideal for sales, marketing, and recruiting professionals who want to automate entire research funnels from their browser. The free plan is generous, but heavy usage requires a paid plan.

• Pros: Seamlessly connects scraping to other apps, offers pre-built "Playbooks," has an intuitive no-code builder.

• Cons: The credit-based model can be confusing; high-volume scraping can quickly use up credits.

• Website: https://www.bardeen.ai/

12. SelectorGadget (selectorgadget.com)

SelectorGadget isn't a scraper itself, but it's the ultimate companion tool that makes every other scraper more powerful. This open-source utility solves one of the biggest headaches in web scraping: finding the perfect CSS selector to target the exact data you need. It's a must-have for building precise scrapers.

Using it is simple. Click on the element you want to scrape, and SelectorGadget generates a CSS selector, highlighting all matching elements. If it selects too much, you can click on an unwanted element to exclude it, refining the selector until it’s perfect. This saves hours of guesswork.

Why It's a Go-To Resource

SelectorGadget's strength is its focused simplicity. It does one thing exceptionally well, empowering you to craft perfect selectors for other tools and taking the frustration out of identifying the right data.

• Pros: Free, open-source, and lightweight; speeds up selector discovery and improves scraping accuracy.

• Cons: It only finds selectors and doesn't perform the scraping itself.

• Website: https://selectorgadget.com/

Top 12 Data-Scraping Chrome Extensions Comparison

How to Choose the Right Scraping Tool

Feeling overwhelmed? Don't be. Choosing the right tool is easier than you think. Just answer these three questions:

1. What is your skill level? If you're new to this, pick a no-code tool like Clura or Simplescraper. If you have some technical skills, a platform like Web Scraper or Apify might be a better fit.

2. How big is your task? For a simple, one-time list, a lightweight tool like Instant Data Scraper is perfect. For ongoing, automated data collection, you'll need a more robust platform with scheduling features like Octoparse.

3. What is your main goal? If you're building lead lists, look for a tool with CRM integrations. If you're tracking prices, you need a tool that can handle e-commerce sites. Your goal will determine the features you need.

The best way to find your perfect tool is to try one. Pick your most repetitive data collection task and choose an extension from this list to automate it. This hands-on approach is the fastest way to discover which solution will revolutionize your workflow.

Ready to turn your data collection from a chore into a one-click automated workflow? Clura is a powerful AI-powered data scraping chrome extension designed for sales, marketing, and recruiting teams. Explore prebuilt templates and start pulling clean, structured data from any website in seconds. Try this workflow today.