Web crawlers are incredibly powerful tools for automatically discovering and extracting data from websites at scale. They work by starting at a seed URL, fetching and parsing the page content, and then recursively following links to other pages.
Under the hood, web crawlers rely on algorithms like breadth-first search or depth-first search to efficiently traverse a website‘s link graph and avoid getting stuck in loops. They maintain a queue of URLs to visit and store crawled page content in a database or index.
Building your own production-grade web crawler is a complex engineering challenge, requiring you to handle issues like politeness (crawl rate), distributed crawling, duplicate content, and messy web page structures. That‘s why many individuals and businesses opt to use pre-built web crawling tools instead.
In this guide, we‘ll cover the 9 best free web crawlers in 2024 based on hands-on testing and research. These tools are ideal for beginners looking to extract web data without coding or complex setup. Let‘s dive in!
Why Use a Web Crawler?
Before we get to the tools, let‘s step back and look at some of the common reasons to use a web crawler:
- Market research – Gather competitive intelligence, monitor brands and track industry trends
- Lead generation – Compile prospect lists with contact info from sites in your niche
- Job boards – Aggregate job postings from multiple company career pages and job boards
- Alternate data – Provide non-traditional datasets to hedge funds for investment research
- SEO – Analyze backlinks, meta tags and site structure to inform search strategies
- Machine learning – Assemble training datasets for models around sentiment analysis, entity extraction, etc.
The list of use cases goes on and on. Anytime you need to extract data from websites at scale, a web crawler is your friend.
Web Crawler Usage Statistics
To gauge adoption, I dug up some recent statistics on web crawler usage:
- 40.9% of all web traffic comes from bots/crawlers (up from 25% a decade ago) – Barracuda
- Googlebot, Google‘s web crawler, crawls well over 20 billion pages per day – Googlebot FAQ
- 78% of organizations deployed web scraping tools in 2022, up from 45% in 2020 – Oxylabs Web Scraping Trends Report
As the web continues to grow exponentially and data-driven decision making becomes the norm, the usage of web crawlers will only accelerate.
9 Best Free Web Crawlers
With that background in mind, let‘s jump into my top 9 free web crawler picks that I‘ve personally tested.
1. Octoparse
Octoparse is my overall top pick for a free web crawler. It checks all the boxes for beginners with an incredibly intuitive point-and-click interface, generous free limits, and ample learning resources.
You can quickly build crawlers using their auto-detection, which intelligently selects data fields on the page. Or manually specify what to extract with their visual selector. They also offer some advanced features like pagination handling, XPath selectors, and IP rotation.
On the free plan, you get 10 crawler slots and can scrape unlimited pages per crawl. There‘s no rate limiting and you can run crawlers concurrently. Extracted data exports to CSV, Excel, API or databases.
One thing I love about Octoparse is their extensive documentation with step-by-step tutorials for countless use cases. They also offer prompt email support if you get stuck.
Overall, Octoparse is an excellent all-around web crawling tool for non-programmers to extract data from websites, either one-off or on a schedule. Highly recommended.
2. Apify
Apify is another powerful web crawler with a generous free tier. In addition to their browser extension and visual interface for defining crawlers, they support headless Chrome and using code for more advanced use cases.
Some standout Apify features include:
- Pre-built templates for crawling popular sites like Amazon or Twitter
- Integration with Zapier, Slack and webhooks
- Ability to crawl JS-heavy SPAs and behind logins
- Automatic proxy rotation
Their free plan includes 5 GB of memory and 15 compute units which translate to roughly 5-10k pages per month depending on page size and complexity. You also get 1 GB of free storage for your crawled data.
Apify has solid docs and a community forum for support. While they don‘t hold your hand quite as much as Octoparse, they offer more flexibility under the hood. Recommended if you‘re a bit more technical and want a powerful free web crawler.
3. Scrapy
Pivoting to the other end of the spectrum, Scrapy is a 100% free and open source web crawling framework for Python. While not a GUI tool, I‘m including it here because it‘s widely used and incredibly flexible if you‘re willing to code.
With Scrapy, you define your crawler behavior in a Python class and use their API to fetch pages, extract data, and output it. They have tons of configurable options for throttling, parallelization, downloader middleware, and more.
Some of my favorite Scrapy features:
- XPath and CSS selector support
- Built-in support for exporting data to JSON, CSV, XML
- Plugins for common tasks like cookie handling, user-agent spoofing
- Ability to pause/resume crawls
Since it‘s a framework and not a tool, Scrapy has a steeper learning curve. But for programmers, it offers the most control over your crawling process. Scrapy powers crawlers at many large companies like Parse.ly and Data.gov.uk.
Scrapy has extensive documentation and an active community. I recommend it if you‘re comfortable with Python and want to build a highly customized web crawler without starting from scratch.
4. Mozenda
Mozenda is another strong contender for non-technical users with an intuitive point-and-click builder. Their free plan has enough credits (10k pages/month) to tackle most small to medium crawling jobs.
A few things I like about Mozenda:
- Ability to crawl infinite scroll, dropdown, and other dynamic pages
- Scheduling and notifications for recurring crawls
- Direct integration with 40+ apps via Zapier
- Option to download a desktop app
Since Mozenda is geared towards business users, they have features for collaboration like shared drives and granular access controls. Their cloud-hosted crawler agents are constantly monitored and re-crawl failed pages.
Mozenda provides video tutorials and help docs to get started. While it may not be as flashy as some newer tools, it‘s a solid free web crawler trusted by major enterprises.
5. Web Scraper (Chrome Extension)
For simple web crawling jobs, Web Scraper is a handy free Chrome extension. With just a few clicks, you can create a "recipe" to extract data from a paginated series and export it to CSV.
Web Scraper uses a visual point-and-click interface to select page elements and build your extractor. You can navigate to other linked pages and combine data. One limitation is that the free recipes are public.
Some notable features:
- Supports recursive crawling following links
- Create "recipes" to monitor pages for changes
- Integrates with their web-based crawler for larger jobs
- Option to store data in their free hosted database
Web Scraper is best suited for one-off extraction of data that fits on a single page or simple paginated series. Their quick start guide shows how to use the extension.
If your crawling needs grow, their web-based crawler enables more complex workflows and scheduling. But overall, Web Scraper is a simple free tool for basic data extraction.
Comparison Table
Here‘s a quick comparison table summarizing the key differences between the 5 free web crawlers covered:
Tool | Ease of Use | Free Limits | Data Formats | Best For |
---|---|---|---|---|
Octoparse | Very Easy | 10 slots, Unlimited pages | CSV, Excel, API, databases | Non-techincal, Big data |
Apify | Easy | ~5-10K pages/month | JSON, CSV, XML, RSS | Technical, Complex crawls |
Scrapy | Medium | Unlimited | JSON, CSV, XML | Programmers, Customization |
Mozenda | Easy | 10K pages/month | CSV, JSON, databases | Business teams, Scheduled crawls |
Web Scraper | Very Easy | Unlimited | CSV | Quick one-off extraction |
Ultimately, the best free crawler for you depends on your technical skills, data requirements, and specific use case. But in general, I‘d recommend Octoparse for non-technical users, Apify or Mozenda for more technical or business users, and Scrapy for programmers.
Tips for Web Crawling
As you get started with these web crawling tools, keep a few tips in mind:
- Respect website terms of service and robots.txt – Only crawl pages you‘re allowed to and avoid hitting them too hard
- Use delays, concurrency limits and proxies – Space out requests to avoid overwhelming servers
- Sanitize your data – Raw HTML is messy, so use CSS/XPath selectors and regex to clean it up
- Monitor and maintain your crawlers – Sites change, so keep an eye out for breaking changes and fix promptly
- Start small, then scale up – Begin with a single page, then build out to full site crawls as you gain confidence
Following these tips will help you get the most out of these tools and be a good web crawling citizen.
Limitations of Free Web Crawlers
While these free web crawlers are great for getting started, they do have some limitations compared to paid enterprise platforms:
- Limited scale – Most cap crawling at a few thousand pages per month, which may not be enough for big data needs
- Lack of advanced features – Paid tools often provide better distributed crawling, JS rendering, QA, and scheduling options
- No support SLAs – If you run into issues, you‘re mostly on your own to troubleshoot with docs and community
For large scale crawling where quality and reliability are paramount, it‘s best to use an enterprise platform like Scrapy Cloud, Zyte, or Bright Data. Or roll your own crawler using open source tools like Nutch, Heritrix, or StormCrawler.
Final Thoughts
As a beginner looking to extract web data, you can‘t go wrong with any of these free crawlers.
I‘d recommend starting with Octoparse for general use cases, Apify for more technical jobs, Mozenda for repeat business crawls, Scrapy for customization, and Web Scraper for quick one-off scrapes.
Don‘t be afraid to try a few different tools to see what fits your needs best. And remember to always respect guidelines around crawling etiquette.
With these free web crawlers, you‘ll be well on your way to unlocking valuable insights from websites. So go forth and start data mining!