Best Overall: ScrapeGraphAI 🥇
ScrapeGraphAI is the best overall Twitter scraper. It uses AI to let you describe what you want in natural language, automating complex tasks with just 1 tool and 3 core features.
Best Value: Apify 💰
Apify offers the best value with a wide range of 6,000+ pre-built scrapers. Its platform provides a flexible pricing model and a free plan with $5 monthly credits, making it a great choice for all budgets.
Most Featured: ScrapingBee ✨
ScrapingBee is the most featured API, offering 250,000 credits for freelancers. Its robust platform handles proxies, JavaScript, and has a new AI scraping feature that requires no selectors.
Struggling to get the data you need from Twitter? You're not alone.
The platform's recent changes have made it tougher than ever.
This is a big problem for marketers, researchers, and developers who rely on this data.
But what if you could bypass these challenges?
Get the insights you need without the headache.
This guide highlights the 7 best Twitter scraper tools for 2025.
We'll show you solutions that are easy to use, powerful, and will help you get the data you want right now.
Keep reading to find the right tool for you.
What is the Best Twitter Scraper?
Choosing the best Twitter scraper can be tough.
The right one depends on your specific needs, whether you're a developer, a marketer, or a data analyst.
Our list below will help you find the perfect tool for your project, so you can start getting the data you need quickly and easily.
1. ScrapeGraphAI
This tool uses AI to simplify web scraping.
You can describe the data you want in plain language, and the tool builds the scraping pipeline for you.
It's built for developers but makes complex tasks easy.
Key Benefits
- Intelligent identification of data points.
- Automatic handling of website changes.
- Easy integration with other tools.
Quick setup in just a few minutes.
Pricing
- Free: $0/month.
- Starter: $17/month.
- Growth: $85/month.
- Pro: $425/month.
- Enterprise: Custom Pricing
Pros & Cons
Here's what I think about ScrapeGraphAI:
Pros:
- It's super easy to use.
- AI makes it very accurate.
- Handles website changes well.
- Good value for the money.
Cons:
- Fewer integrations than some.
- Advanced features need learning.
Rating
9/10
ScrapeGraphAI is really smart and accurate, which saves a lot of time. The price is fair for what it offers, and the guarantee is a nice touch. It loses a few points because the integrations are a bit limited, and getting the most out of the advanced stuff takes some effort.
2. Apify
Apify is a full-featured platform with a huge library of pre-built scrapers for various websites, including Twitter.
You can use their existing "Actors" or build your own custom solutions.
It's a great option for businesses and developers.
Key Benefits
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A wide range of pre-built scraping tools (actors).
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Scalable cloud platform for running tasks.
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APIs for custom integrations.
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Options for building your actors.
Pricing
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Free: $0/month.
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Starter: $35/month.
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Scale: $179/month.
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Business: $899/month.
Pros & Cons
Here's my take on Apify:
Pros:
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Huge selection of ready-made tools.
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Very scalable cloud infrastructure.
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Good for developers with its APIs.
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The free tier is great for trying things out.
Cons:
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It can be a little bit complex sometimes.
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Costs can add up with heavy usage.
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The quality of actors can vary.
Rating
8.5/10
Apify is a powerful and flexible platform with a lot to offer, especially for developers and those with more complex needs. However, the sheer number of options and the usage-based pricing might be a bit daunting for beginners.
3. ScrapingBee
ScrapingBee is a web scraping API designed to handle modern websites with ease.
It takes care of proxies and browsers so you can focus on the data.
It's a solid choice for developers who need to get around anti-bot measures.
Key Benefits
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Handling of proxies and CAPTCHAs.
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JavaScript rendering for dynamic sites.
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Simple API for easy integration.
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Geolocation targeting for specific data.
Pricing
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Freelance: $49/month.
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Startup: $99/month.
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Business: $249/month.
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Business+: $599/month.
Pros & Cons
Here's what I think about ScrapingBee:
Pros:
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Great at avoiding blocks and captchas.
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Handles JavaScript websites well.
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Simple API is easy to use.
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Good for reliable data delivery.
Cons:
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Less control over the scraping process.
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It can become costly for large volumes.
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Fewer visual tools for non-coders.
Rating
8/10
ScrapingBee is well known for its fast scraping. If you're tired of getting blocked while scraping, this service is excellent. It handles the technical headaches for you. However, it can get expensive for large-scale needs, and you have less direct control over the scraping logic.
4. Browse AI
This is a powerful no-code tool.
You can train "robots" to scrape data by just clicking on the elements you want to extract.
It's perfect for marketers or researchers who don't want to deal with code.
Key Benefits
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No-code, visual data extraction.
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Ability to monitor website changes.
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Integration with popular automation tools.
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Pre-built robots for common use cases.
Pricing
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Free: $0/month.
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Starter: $19/month.
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Professional: $99/month.
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Team: $249/month.
Pros & Cons
Here are my thoughts on Browse AI:
Pros:
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Extremely easy to get started.
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No coding knowledge needed at all.
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Monitoring changes is a great feature.
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Integrates with many other tools.
Cons:
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It can become expensive as you scale.
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Might not handle very complex sites.
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Relies heavily on visual recognition.
Rating
7.5/10
Browse AI's ease of use is a huge advantage, especially for non-technical users. The ability to monitor changes is also very valuable. However, the cost can add up, and it might not be the best for the most intricate website structures.
5. Firecrawl
Firecrawl is a web crawling API for AI.
It's built to turn any URL into clean, structured data in a format like Markdown or JSON, which is perfect for training AI models or for developers who want a quick, clean output.
Key Benefits
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High-performance crawling engine.
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Real-time data delivery options.
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Scalable architecture for large projects.
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Integration with popular cloud platforms.
Pricing
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Free: $0/month.
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Hobby: $16/month.
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Standard: $83/month.
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Growth: $333/month.
Pros & Cons
Here's what I think about Firecrawl:
Pros:
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Incredibly fast for big jobs.
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Designed for large-scale scraping.
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Real-time data is very useful.
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Integrates well with cloud services.
Cons:
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It might be overkill for small tasks.
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Pricing can be less transparent upfront.
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Possibly requires more technical knowledge.
Rating
7/10
Firecrawl is a strong contender if you need to scrape massive amounts of data quickly. However, it might be too much for smaller projects, and getting clear pricing information can take an extra step.
6. Octoparse
Octoparse is a visual web scraper that allows you to build workflows with a point-and-click interface.
It's great for beginners and has both a desktop application and cloud-based features for large-scale projects.
Key Benefits
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Visual point-and-click interface.
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Cloud-based scraping capabilities.
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Scheduled scraping and automation.
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Ability to handle complex websites.
Pricing
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Free: $0/month.
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Standard: $99/month.
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Professional: $249/month.
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Enterprise: Custom Pricing
Pros & Cons
Here's my take on Octoparse:
Pros:
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Very user-friendly interface.
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Great for non-coders like me.
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Cloud scraping is super handy.
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Scheduling is a big time-saver.
Cons:
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It can get pricey for teams.
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Cloud server limits exist.
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Sometimes struggles with very dynamic sites.
Rating
7/10
Octoparse is fantastic for people who don't want to code, and the cloud features are a real plus. However, the cost for teams can add up, and it's not always perfect with super complex websites. The lack of a specific warranty is also a minor drawback.
7. ScrapeStorm
ScrapeStorm is an AI-powered visual web scraping tool.
It's very user-friendly and doesn't require any coding.
You can easily enter a URL, and it will auto-identify the data you want to scrape, making it super simple to use.
Key Benefits
-
Fully automated scraping process.
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Intelligent pattern recognition.
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Support for various data export formats.
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Ability to handle complex website structures.
Pricing
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Free: $0/month.
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Professional: $49.99/month.
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Premium: $99.99/month.
Pros & Cons
Here are my thoughts on ScrapeStorm:
Pros:
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Automation is really impressive.
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It handles complex sites well.
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Lots of tasks on the basic plan.
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Good for users with less experience.
Cons:
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Less control over specific details.
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Advanced customization can be tricky.
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The interface might feel different initially.
Rating
6.5/10
ScrapeStorm's automation is a big plus, especially if you're dealing with many different websites. It's also quite capable of complex structures. However, the trade-off for automation is less fine-grained control, and the interface might take a little getting used to.
What to look for in a Twitter Scraper?
When you're choosing a Twitter scraper, you need a tool that's effective and easy to use.
Here's what to keep an eye out for:
- Ease of Use: Not all tools are made for developers. Look for a no-code option with a simple interface if you're not a programmer.
- Data Points: Ensure the scraper can retrieve all necessary information, including tweets, user bios, engagement metrics, and media.
- Speed & Efficiency: The best scrapers are fast and reliable. They should be able to handle large amounts of data without slowing down.
- API Access & Integrations: If you're a developer or want to connect your data to other tools, look for a scraper with a robust API and integrations.
- Pricing: Find a plan that fits your budget, whether it's a pay-as-you-go model or a monthly subscription.
- Legality & Compliance: Ensure the tool complies with Twitter's terms of service and all relevant data privacy laws.
How Can Twitter Scraper Boost Your Business?
Scraping Twitter allows businesses to access valuable Twitter data that can drive growth.
By using a Twitter scraper, you can collect tweets and gain insights into what people are saying about your brand or industry.
This lets you perform sentiment analysis and understand public opinion.
A good Twitter API helps you send automated requests to scrape Twitter data and track engagement metrics on your posts.
You can even scrape tweet images and other media to analyze visual trends.
This is crucial as X Twitter continues to evolve its anti-scraping technology.
Scraping tweets and analyzing the Twitter profile data of your competitors can give you a major advantage.
With these insights, you can refine the marketing strategies & stay ahead in a competitive market.
Buyers Guide
When creating this blog post, we wanted to provide a comprehensive guide to help you choose the right Twitter scraper.
Our data collection process was methodical, and we focused on the most critical factors for any user.
We considered a wide range of products, including those with a chrome extension, to see how they handled different search queries.
We examined their ability to collect various types of publicly available data, ranging from simple posts and hashtags to more detailed profile data and conversation threads.
We also made sure to evaluate how well each tool can handle https URLs.
These key factors guided our research:
- Features: What were the core functions of each product? We tested if they could handle images, videos, and retweets. We also looked at advanced capabilities like lead generation and finding influential users. We also considered whether they could log and export data into a structured format, such as a CSV file or a database.
- Ease of Use: We considered the user experience for everyone, from those who want a simple search on a page to developers who need to integrate with Python. We made a special note of tools that were designed for non-technical users.
- Legal & Ethical Considerations: We researched the legality of Twitter scraping, especially considering recent changes to Twitter and its anti-scraping technology. We paid close attention to the rules in the European Union regarding private information and whether it's legal to scrape. We examined the consequences of an account being blocked and the tools used to prevent this. We made a point not to mention Facebook and instead kept the focus on Twitter.
- Performance: We evaluated how quickly and efficiently each scraper could gather details from user profiles and followers, and track trends and trending topics in the search results.
Wrapping Up
Finding the right Twitter scraper can change how you work.
We've reviewed the top tools for 2025, ranging from simple no-code options to powerful platforms for developers.
Each one helps you get the data you need to grow your business, do research, or analyze trends.
Our guide is based on deep research into features, ease of use, and legal factors.
We hope this helps you make a smart choice and find a tool that works for you.
Remember, the right data can unlock big opportunities.
Frequently Asked Questions
Is it legal to scrape Twitter?
Scraping publicly available data from Twitter is generally considered legal, but it can be a gray area. Always check Twitter's Terms of Service and avoid scraping private or sensitive information.
Can I scrape Twitter data without an API?
Yes, it is possible to scrape Twitter without using its official API. Many of the tools and methods listed in this guide are designed to do just that, bypassing API limitations.
What kind of data can a Twitter scraper collect?
A Twitter scraper can collect a wide variety of public data, including tweets, user bios, follower counts, hashtags, images, and engagement metrics like likes and retweets.
Will Twitter block me for scraping?
Twitter actively uses anti-bot technology. Without proper tools and techniques, your IP address can be temporarily or permanently blocked if the platform detects automated, bot-like activity.
What is the difference between a scraper and an API?
An API is an official, structured way to request data from a platform, while a scraper uses automated software to extract data directly from web pages. APIs are generally safer but more restrictive.
Related Resources
Want to learn more about web scraping and data extraction? Explore these guides:
- Web Scraping 101 - Master the basics of web scraping
- AI Agent Web Scraping - Learn about AI-powered scraping
- Mastering ScrapeGraphAI - Deep dive into our scraping platform
- Building Intelligent Agents - Create powerful automation agents
- Pre-AI to Post-AI Scraping - See how AI has transformed automation
- Structured Output - Learn about data formatting
- Data Innovation - Discover innovative data methods
- Full Stack Development - Build complete data solutions
- Web Scraping Legality - Understand legal considerations
- No-Code Web Scraping - Learn about no-code scraping solutions
- Real Estate Data Analysis - Master real estate market insights