What is no-code web scraper?

A no-code web scraper (or instant data scraper) is a tool that relies on point-and-click interface functionalities to scrape structured data. Users can point and click to select elements on a web page they want to extract. These web scraping tools are often utilized by individuals with limited technical skills who require data extraction for tasks such as market research, content aggregation, or lead generation.

What is a low-code web scraper?

A low-code web scraper enables users to create web scraping tasks with little to no coding. These web data collection platforms streamline the scraping process by providing pre-built modules and templates.

How scalable are no-code and low-code web scrapers?

Both no-code and low-code web scrapers can scale, but their scalability largely depends on the specific tools used. No-code web scraping tools are typically suitable for smaller to medium-sized projects, but may struggle with large-scale operations. On the other hand, low-code scrapers generally offer better scalability.

How to choose a no-code web scraper?

1. Scalability and Performance: Define the scope of your data scraping project clearly, and confirm that the no-code web scraper is capable of processing large datasets efficiently without sacrificing speed or accuracy. 2. Data Storage & Export: Ensure that the tool delivers the extracted data in the required formats, such as CSV, JSON, XML, or others that fit your use case. 3. Usability and Onboarding: Assess how beginner-friendly the tool is. An ideal no-code scraper should offer a straightforward setup process, complete with guided tutorials and a smooth onboarding experience. 4. Customer Support: Ensure the tool provides reliable customer service options, such as live chat, email support, or an active user community, to assist you when issues arise. 5. Key Features: Look for essential functionalities, including support for pagination, proxy rotation, CAPTCHA resolution, handling JavaScript-loaded content, task scheduling, and flexible options for storing scraped data.

Why choose no-code tools for web scraping?

No-code tools for data extraction are chosen particularly because they offer a more straightforward, more accessible approach to collecting data for non-technical users. Most no-code tools platforms come with built-in features such as proxy management, scheduling, and pre-configured templates for scraping popular websites.

Best free no-code scrapers for LinkedIn / Amazon / Google Maps?

If you’re looking for the best free no-code scrapers for LinkedIn, Amazon, and Google Maps, a few tools stand out: * Apify: Offers prebuilt “Actors” for LinkedIn profiles, Amazon product listings, and Google Maps business data. * Octoparse: Provides free templates for Amazon and job boards, making it easy to extract product details and reviews. However, keep in mind that LinkedIn has strict anti-bot measures, such as login walls and rate limits, and Amazon uses dynamic content + bot detection. Free tools like WebScraper.io or Octoparse may not scale well in this scenario. Free no-code scrapers can help you test or scrape a handful of pages.

What is the easiest web scraping tool for beginners?

The easiest no-code web scraper for beginners is Octoparse, thanks to its drag-and-drop interface and free plan, which includes 10 projects per month. It’s designed for non-programmers and comes with ready-made templates for common sites, such as e-commerce stores and job portals.

How can I scrape a website without coding?

You can scrape a website without coding by using no-code tools that provide a graphical interface or ready-made templates. Instead of writing Python scripts for scraping, you click on the elements you want to extract, or use prebuilt scrapers designed for specific web pages. For example, Apify offers templates for popular platforms, including Amazon, LinkedIn, and Google Maps.

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Best No-Code Web Scrapers for Beginners (Free Trials + Pricing)

Cem Dilmegani

updated on Oct 3, 2025

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The landscape of no-code web scrapers has expanded, from free browser extensions to enterprise platforms offering APIs and compliance at scale. We evaluated 15 no-code and low-code web scrapers using 800+ verified customer reviews from B2B platforms.

You can jump directly to the section that fits your needs:

Free no-code scrapers
Paid no-code scrapers

Best no-code web scrapers for non-programmers

Note: Providers sponsoring this article are listed first, and reviews are sourced from G2, Capterra, TrustRadius, and other verified B2B platforms.

Best free no-code scrapers

WebScraper.io

WebScraper.io is a free Chrome extension that allows you to scrape websites directly in your browser. It’s ideal for small projects and beginners learning the basics.

Pros: Free forever, sitemap-based scraper, CSV/JSON export
Cons: Browser-based only, limited scalability

Octoparse

Octoparse is one of the easiest no-code scrapers, with a drag-and-drop interface designed for non-programmers. It offers a free plan with up to 10 projects, though it requires desktop software.

Pros: Drag-and-drop, prebuilt templates, free plan (10 projects)
Cons: Requires desktop software, slower at large scale

Simplescraper

Simplescraper focuses on speed and simplicity, letting users scrape data quickly with minimal setup. Its free plan is great for testing, though it isn’t designed for scale.

Pros: Free plan, export directly to Sheets/Airtable, quick setup
Cons: Limited customization, not suitable for big projects

Axiom.ai

Axiom.ai enables users to record and automate browser actions, such as form submissions, clicks, and data collection. It works directly inside Chrome.

Pros: $15 starter plan, Chrome extension, $5 free usage
Cons: Basic scraping capability, limited to browser automation

ScrapeStorm

ScrapeStorm utilizes AI to help non-coders easily scrape websites. It supports multiple platforms and provides a free plan, though it’s not as robust as enterprise-grade tools.

Pros: AI auto-detection, free plan, desktop + cloud support
Cons: Reliability issues on highly dynamic websites

Hexomatic

Hexomatic combines scraping with over 100 automation workflows, letting users extract data and push it into marketing or CRM systems.

Pros: Integrates with workflows, templates for Amazon/e-commerce, 7-day trial
Cons: Costs rise with higher usage, and there is limited beginner support

Apify

Apify offers an “Actor” marketplace with pre-built scrapers for sites such as Amazon, LinkedIn, and Google Maps. Actors is a collection of pre-built web scrapers that users can configure to suit their specific needs. It integrates with automation platforms like n8n and Zapier.

Pros: $5 free credits, Actor library, integrates with automation tools
Cons: More technical for custom scrapers

Best paid no-code scrapers (free trial)

Bright Data

Bright Data is the leading enterprise-grade no-code scraper with access to one of the world’s largest dataset marketplaces. It’s powerful but comes at a steep price, making it best for corporations.

Pros: Ready datasets, domain-specific templates, APIs, massive proxy pool
Cons: Expensive (starts at $499), complex for beginners

Oxylabs

Oxylabs includes OxyCopilot, an AI-driven no-code scraper for extracting data from complex sites. It’s more advanced than basic scrapers, offering a free trial that covers up to 2,000 results.

OxyCopilot is a web scraper API feature tract specific fields, such as product name, price, availability, and rating, from a URL. With prompt engineering, users can adjust request parameters like localization, JavaScript rendering, and parsing.

Pros: Free trial (2,000 results), AI prompt-based extraction, supports localization & JavaScript rendering
Cons: More technical setup than entry-level scrapers

Zyte

Zyte (formerly Scrapy Cloud) provides large-scale, no-code scraping capabilities through its Smart Proxy Manager and automatic data extraction APIs. It focuses on compliance and legal standards.

Pros: Smart Proxy Manager, data extraction API, enterprise compliance
Cons: Custom pricing, not designed for small users

Nimbleway

Nimbleway offers a scraping infrastructure with dedicated residential IP addresses and API-based, no-code scrapers. It emphasizes anti-bot evasion and reliable delivery.

Pros: Dedicated residential IPs, automation scheduler
Cons: Starts at $150/mo, overkill for small projects

ParseHub

ParseHub offers a desktop-based no-code scraper that can handle dynamic and JavaScript-heavy websites. It uses point-and-click selection for data extraction.

Pros: Handles dynamic sites, point-and-click setup, free trial
Cons: $189/month for advanced plans, slower on large datasets

Webautomation.io

Webautomation.io provides prebuilt templates for scraping LinkedIn, Amazon, eBay, and other popular websites. Users can run them in the cloud and export results to CSV/Excel.

Pros: Prebuilt scrapers, cloud-based, 14-day trial
Cons: Limited customization beyond templates

ScrapingBee

ScrapingBee simplifies scraping by automatically handling JavaScript rendering, CAPTCHA, and proxies via its API. It integrates well with apps like Google Sheets.

Pros: API-first, 1,000 free credits, JS rendering
Cons: Requires some coding knowledge, not purely no-code

ScraperAPI

ScraperAPI eliminates the hassle of proxies and CAPTCHA by automating their management. It’s scalable but less customizable than full scraping platforms.

Pros: Easy to scale, minimal setup, includes 1,000 free credits
Cons: Less customizable than platforms with GUIs

💡Conclusion

The best no-code scraping tool depends on your data collection needs:

Just starting?: If you’re a beginner or testing scraping for the first time, go with WebScraper.io or Simplescraper. Both are entirely free and have a user-friendly interface.
Want a free tool with upgrade options? Tools like Octoparse, Apify, and Axiom.ai offer free plans to get started, along with paid tiers for those who need more scalability.
Need LinkedIn, Amazon, or Google Maps scraping? Free tools won’t be enough here. Use Bright Data or Oxylabs for enterprise reliability.
Running large-scale or enterprise projects? Choose Bright Data or Oxylabs. Both provide APIs, automation, proxy networks, and no-code templates that can scale globally.

FAQs about no-code and low-code web scrapers

Principal Analyst

Cem Dilmegani

Principal Analyst

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Cem has been the principal analyst at AIMultiple since 2017. AIMultiple informs hundreds of thousands of businesses (as per similarWeb) including 55% of Fortune 500 every month.

Cem's work has been cited by leading global publications including Business Insider, Forbes, Washington Post, global firms like Deloitte, HPE and NGOs like World Economic Forum and supranational organizations like European Commission. You can see more reputable companies and resources that referenced AIMultiple.

Throughout his career, Cem served as a tech consultant, tech buyer and tech entrepreneur. He advised enterprises on their technology decisions at McKinsey & Company and Altman Solon for more than a decade. He also published a McKinsey report on digitalization.

He led technology strategy and procurement of a telco while reporting to the CEO. He has also led commercial growth of deep tech company Hypatos that reached a 7 digit annual recurring revenue and a 9 digit valuation from 0 within 2 years. Cem's work in Hypatos was covered by leading technology publications like TechCrunch and Business Insider.

Cem regularly speaks at international technology conferences. He graduated from Bogazici University as a computer engineer and holds an MBA from Columbia Business School.

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