6 Top Cost-Effective Instagram Data Scrapers & Extractors.

15 min readJul 18, 2023

Welcome to our guide on the top 5 cost-effective Instagram data scrapers and extractors. In this article, we will explore the key tools that can help you extract valuable data from Instagram without breaking the bank. Whether you’re a marketer, researcher, or business owner, these tools will empower you to gain valuable insights and optimize your Instagram strategy. Let’s dive into the world of Instagram data scrapers and extractors.

How to Extract Data from Instagram,

Define your data extraction goals: Determine what specific data you want to extract from Instagram. It could be user information, post content, engagement metrics, hashtags, or any other relevant data points.
Choose the right data extraction method: There are several approaches to extracting data from Instagram. You can use Instagram data scraping tools, APIs (Application Programming Interfaces), or custom scripts. Consider your technical expertise and the complexity of your data extraction requirements.
Select the appropriate data extraction tool: Depending on your needs, choose a reliable and reputable Instagram data extraction tool. Ensure that the tool you select is compatible with your goals and provides the desired features, such as filtering options, data formatting, and export capabilities.
Set up your data extraction parameters: Configure the extraction tool or script to target the specific data you want to extract. This may include specifying the target Instagram profiles, hashtags, post types, date ranges, or any other relevant filters.
Respect Instagram’s terms of service and limitations: Ensure that your data extraction activities comply with Instagram’s terms of service. Respect any rate limits or usage restrictions imposed by the platform to avoid potential issues or account restrictions.
Execute the data extraction process: Run the extraction tool or script according to your defined parameters. Monitor the progress and make any necessary adjustments as the extraction progresses.
Store and analyze the extracted data: Once the extraction is complete, store the extracted data securely. Depending on your goals, you can analyze the data using spreadsheet software, data analysis tools, or custom data processing pipelines.

5 Top-Rated Instagram Scraper Software Comparison

Discover the best Instagram data scrapers and extractors! These top 5 tools have been extensively tried, tested, compared, and highly recommended by industry experts. Here is the top 5 Instagram scraper and extractor comparison for you:

Top 5 Cost-Effective Instagram Data Scrapers & Extractors of 2023

Instagram Data Scraper by LeadStal — Instagram Email Finder by LeadStal

Instagram Scraper and Email Finder By Leadstal

This Instagram Scraper and Extractor tool was created by a new and promising SAAS company Leadstal. A dedicated team of passionate individuals committed to making a positive impact on people’s lives worldwide has found this company.

This Instagram data extraction software is one of the affordable Instagram data scraper tools that are user-friendly and the cheapest in the market for all types of users, and also offers a range of interesting key features including if you stop or pause scraping at any point, don’t worry and don’t need to start scraping from the beginning, it automatically resumes scraping from where you stopped or paused. Let’s talk about the key features of this tool(Click here for Additional Information):

What are the Key Features of Leadstal IG Data Scraper?

🕒 Real-time data extraction ⚡️

🎨 Simple and user-friendly interface 🖥️

1️⃣ One valid data = one credit 💳

📊 Bulk data extraction 📈

✉️ Send emails and 📱 SMS directly 📤

🔧 Live customer support for technical issues 🛠️

📋 20+ types of data 📊

📊 Export to CSV and Excel 📈

🆓 Free plan 🆓

💲 Cheapest plan starting @US$9.99 💰

What Types of Data Can Be Extracted From Instagram?

More than 20 types of data can be extracted from Instagram using LeadStal’s Instagram scraper. Here is the list of data:

👤 Profile Picture, 📛 Full name, 📇 User name, 👥 Followers, 👣 Following, 🏷️ Following tag, 📝 Bio, 📷 Posts, 📝 type, 📹 video, 📺 IGTV, 🔄 Account type, ❤️ Avg likes, 💬 Avg. comments, 🚀 Post engagement, 💰 Est. post price, 📲 Est. story price, 📧 Emails, 📞 Phones, 🌐 Websites, 🔗 Social, 📍 Location, 🚀 Action (Profile, ✉️ send emails, 📱 send SMS)

Who is LeadStal Instagram Data Scraper Best Suited For?

👶👩‍🎓 Beginners, solopreneurs, marketers

💼 Sales teams

🌟 Influencer marketing specialists

🏢 Small and medium-sized businesses

The Pricing Plan of LeadStal IG Data Scraper

Here is the pricing plan of LeadStal. Learn more here

🆓 Firstly, the Free plan: 20 credits or valid data per month 📆

💼 Secondly, the Standard plan: US$9.99 for 2800 credits per month 💳

🏢 Thirdly, the Business plan: US$35 per month for 10,000 credits per month 💼

🌟 Lastly, Premium plan: US$ 250 per month for 100,000 credits 💎

🛠️ Finally, LeadStal has a customized plan. So, contact customer care and buy your plan as per your requirements. 📞💬

Bright Data

What is Bright Data?

Bright Data is the industry leader in web data platforms, offering a powerful suite of tools for B2B companies. Collect public web data securely and efficiently with their vast proxy network, data collector, and web unlocker tools. Fortune 500s, small businesses, and academic institutions all rely on Bright Data for their data needs.

What are the Key Features of Bright Data?

Here’s a list of Bright Data’s key features(Learn more):

🌐 Proxies: 🏡 Residential proxies 💻 Datacenter proxies 📱 Mobile proxies 🌐 ISP proxies
🔓 Web Unlocker (anti-scraping solution)
🕸️ Web Scraper:
📊 Data Collector (pre-collected datasets)
🔍 Search Engine Crawler

What Types of Data Can Be Extracted Using Bright Data?

🌐 Public profiles 👥 Followers ➡️ 📸 Photos 🖼️ 💬 Comments 💭 📛 Names 📇 📲 Accounts 📱 👤 Avatars 🌐 🏢 Business categories 📊 🔗 Hashtags #️⃣ 👣 Following 🔍 🆔 IDs 🆔 🏷️ Titles 📃 🧑‍🤝‍🧑 Profiles 👥 👀 Views 👁️ 📝 Posts 📰 🖼️ Profile images 🔄 🕰️ Timestamps 🕰️ ❤️ Likes ❤️ 📝 Biographies 📄

Who is Bright Data Best Suited For?

🌐 Bright Data is best suited for the following users(Additional Information):

🏢 Enterprises and Businesses
🎯 Data-driven Marketers
💼 E-commerce Platforms
🧑‍💻 Research and Analytics Professionals
🌐 Global Market Researchers
🛡️ Cybersecurity and Fraud Prevention Experts
📊 Business Intelligence Teams
🚀 Innovation and Product Development
🌐 Anyone Requiring Web Data at Scale

Pricing Plans of Bright Data

Bright Data offers several pricing plans with varying features and costs. Unfortunately, they don’t disclose the exact pricing publicly. However, their website mentions some key points:

Free Trial: Available for most core features to explore before committing.
Minimum monthly commitment: This applies to most plans, requiring a minimum spending amount per month.
Pay-as-you-go options: Might be available for specific features like refreshing IPs.
Customized pricing: For large enterprises with specific needs, custom plans are negotiable.

PhantomBuster

What is PhantomBuster?

PhantomBuster is a cloud-based software designed to help businesses automate tasks and extract data from various online platforms, primarily for lead generation and sales. Here’s a breakdown of its key features:

What are the Key Features of PhantomBuster?

Here are the key features of PhantomBuster(Learn more):

🤖 Phantoms & Flows: Pre-built automation for data extraction and tasks. 🔄

🚫 No coding required: Easy-to-use interface, suitable for non-technical users. 🛠️

☁️ Cloud-based: No need to install software, accessible from any device. 💻

🔄 Platform compatibility: Extracts data from various platforms like LinkedIn, Twitter, Facebook, etc. 🌐

🎯 Lead generation tools: Gathers contact information, and builds targeted outreach lists. 📈

📊 Data enrichment: Enhances existing data with additional insights. 📊

🧠 AI capabilities: Certain Phantoms use AI for data analysis and lead scoring. 🤖

🤝 Integrations: Connect with other tools like CRM and marketing platforms. 🔄

How Many Types of Data Can Be Extracted Using PhantomBuster?

PhantomBuster doesn’t specify an exact number of data types it can extract, but its capabilities extend to a broad range of publicly available information across various platforms. Here are some examples(Learn more):

Contact information: Emails, phone numbers, social media profiles, addresses.
Social media data: Posts, comments, likes, followers, engagement metrics.
E-commerce data: Product listings, descriptions, prices, reviews.
Business information: Company names, locations, descriptions, and website URLs.
Job postings: Titles, descriptions, company details, locations.
Public search results: Titles, descriptions, and URLs from various search engines.

It’s important to note that the specific data points available on PhantomBuster depend on the chosen platform and the specific Phantom (automation) used.

Who is PhantomBuster Best Suited For?

PhantomBuster is generally well-suited for(Click here for additional information):

Small & Mid-sized Businesses (SMBs): Its user-friendly interface and pre-built automation make it accessible for businesses without extensive coding expertise.
Marketers & Sales Teams: It helps automate repetitive tasks like data extraction and lead generation, freeing up time for other activities.
Social Media Managers: It allows managing various social media platforms efficiently and gathering valuable insights from data.
Freelancers & Solopreneurs: It offers a cost-effective solution for automating tasks and growing their online presence.

Pricing Plans of PhantomBuster

PhantomBuster offers four pricing plans as of March 1, 2024(Learn more):

1. Trial (Free):

Limited access to explore features before committing.

2. Starter ($56/month):

Suitable for individual users or small teams.
2 hours of monthly execution time.
5 Phantom slots (concurrent automation).
1,000 AI credits (limited functionality for specific Phantoms).
50 email credits per month.

3. Pro ($128/month):

Geared towards growing teams.
20 hours of monthly execution time.
15 Phantom slots.
10,000 AI credits per month.
500 email credits per month.
Priority support.

4. Team ($352/month):

Designed for larger teams and agencies.
300 hours of monthly execution time.
50 Phantom slots.
30,000 AI credits per month.
10,000 email credits per month.
Priority support.
Account consultant.

Key Points:

Pricing increases with features like execution time, Phantom slots, AI credits, and email usage.
Higher tiers offer priority support and additional resources.
Consider your specific needs and budget when choosing a plan.

Note:

PhantomBuster’s website provides a detailed comparison chart of all plans, which is a valuable resource when making your choice.

ScrapingBee

What is ScrapingBee?

ScrapingBee is a web scraping API that aims to take the sting out of data extraction. It provides developers and businesses with a streamlined solution for collecting information from websites, allowing them to focus on what matters: the data itself.

Try ScrapingBee for Free!

What are the Key Features of ScrapingBee?

Here are the key features of ScrapingBee(Learn more):

Easy to use API: No coding required, works with all programming languages.
Headless Chrome rendering: Renders web pages like a real browser for accurate data extraction.
Large proxy pool: Avoids getting blocked by websites with dynamic IP rotation.
JavaScript execution: Enables extraction of data from dynamic websites.
Data extraction with selectors: Extract data using CSS or XPath selectors.
Screenshot functionality: Capture full page or specific elements as screenshots.
Customizable requests: Control headers, cookies, and other request parameters.
Fast and reliable: Scalable infrastructure ensures quick response times.
Clear documentation: Provides detailed API references and tutorials.

These features make ScrapingBee a versatile tool for users of all skill levels to extract data from websites efficiently and reliably.

What Types of Data Can Be Extracted Using ScrapingBee Instagram Data Scraper?

ScrapingBee’s Instagram Data Scraper allows you to extract a variety of publicly available information from Instagram profiles, hashtags, and locations. Here are some specific types of data you can collect:

From Profiles:

Bio: User’s self-description
Username: Unique handle for the profile
Full Name: User’s displayed name
Profile Picture: Image representing the user
Number of Posts: Total number of posts shared
Number of Followers: Total users following the profile
Number Following: Total users the profile follows
Engagement Metrics: Likes, comments, shares, etc., for individual posts (if publicly available)

From Hashtags:

Top Posts: Most popular posts associated with the hashtag
Post Captions: Content accompanying the posts
Usernames: Users who have used the hashtag
Engagement Metrics: Likes, comments, shares, etc., for individual posts (if publicly available)

From Locations:

Top Posts: Most popular posts tagged at the location
Post Captions: Content accompanying the posts
Usernames: Users who have posted from the location
Engagement Metrics: Likes, comments, shares, etc., for individual posts (if publicly available)

Who is ScrapingBee Best Suited For?

👩‍💻 ScrapingBee is best suited for(Learn more):

🌐 Web Scrapers: Extracting data from websites efficiently.
📊 Data Analysts: Analyzing and processing web data.
🚀 Developers: Building applications with web scraping needs.
🏢 Enterprises: Seeking large-scale and reliable web data.
🛡️ Security Professionals: Monitoring and securing online content.
📈 Marketing Teams: Extracting market and competitor data.
🌐 SEO Specialists: Analyzing search engine results and trends.
🌍 Global Businesses: Accessing data from diverse geographical locations.
🔄 Automation Enthusiasts: Creating automated workflows for data extraction.

Pricing Plans of ScrapingBee

ScrapingBee offers several pricing plans, with costs depending on the number of API credits you need per month. Here’s a simplified summary:

Free Trial: Available for exploration before committing.
Freelance ($49/month): Includes 250,000 credits.
Startup ($99/month): Includes 1,000,000 credits.
Recommended Business ($249/month): Includes 2,500,000 credits.
Business + ($599+/month): Custom plans for high-volume usage.

Remember: Pricing details are subject to change. Refer to ScrapingBee’s website for the latest information.

Apify Instagram Data Scraper

What is Apify Instagram Data Scraper?

Apify Instagram Data Scraper acts like a virtual assistant specifically designed to collect information from Instagram profiles, posts, hashtags, and locations. It automates the process, saving you time and effort compared to manual gathering.

What are the Key Features of Apify Instagram Data Scraper?

🔄 Apify Instagram Data Scraper Key Features(Learn more):

🌐 Scrapes various data: Profiles, posts, hashtags, locations

📋 Extracts specific details: Usernames, bios, follower counts, captions, engagement metrics

📂 Outputs in different formats: Excel, CSV, JSON, HTML

🤖 Automates data collection: Saves time and effort

🖥️ Accessible interface: Easy to use, no coding required

What Types of Data Can Be Extracted Using Apify Instagram Data Scraper?

Apify Instagram Data Scraper allows you to extract various types of publicly available data from Instagram, including:

Profile data:
Usernames
Bios
Profile pictures
Website URLs
Follower counts
Following counts
Post date:
Captions
Images/videos (URLs)
Publication dates
Likes
Comments (including text and author information)
Hashtag data:
Top posts associated with the hashtag
Usernames using the hashtag
Engagement metrics for individual posts (if public)
Location data:
Top posts tagged at the location
Usernames posted from the location
Engagement metrics for individual posts (if public)

Who is Apify Best Suited For?

Apify caters to a broad user base, but here’s a concise overview of who might find it most valuable(For additional Information):

Developers & Programmers: Its core strength lies in building custom web scrapers, requiring coding skills and technical knowledge.
Data Analysts & Researchers: They can utilize Apify to automate data collection and build data-driven applications from various online sources.
Marketing & Sales Teams: They can leverage Apify to scrape relevant data for competitor analysis, market research, and lead generation.
Freelancers & Entrepreneurs: The platform offers a flexible and scalable solution for automating tasks and building data-driven projects.

Pricing Plans of Apify

Apify offers a tiered pricing structure with various options to suit different needs and budgets. Here’s a simplified overview(Click here for more info):

Free: Provides limited access to explore the platform and basic functionalities.
Starter ($49/month): Ideal for individual users or small projects, with limited resources and usage quotas.
Scale ($499/month): Designed for growing teams and projects, offering increased resource allocation and usage compared to the Starter plan.
Business ($999/month): Caters to larger teams and complex projects, providing the highest resource allocation and usage limits within the standard plans.
Enterprise (Custom): Tailored for large organizations with specific requirements, offering customizable solutions and pricing based on negotiation.

Frequently Asked Questions (FAQ)

What are cost-effective Instagram data scrapers and extractors?

Cost-effective Instagram data scrapers and extractors refer to tools or software that offer efficient data extraction capabilities from Instagram at a reasonable price. These tools are designed to provide value for money while delivering reliable and accurate data scraping results.

How do cost-effective Instagram data scrapers and extractors benefit users?

Cost-effective Instagram data scrapers and extractors offer users the opportunity to extract valuable insights from Instagram without breaking the bank. These tools provide an affordable solution for businesses, researchers, and marketers to gather data for competitive analysis, market research, influencer identification, and more. By choosing cost-effective options, users can maximize their budget while still accessing essential data from Instagram.

IGLEADS Instagram Data Scraper

What is IGLEADS?

IGLEADS is a web scraping service and lead generation platform that focuses on extracting data from social media platforms and other online sources.

What are the Key Features of IGLEADS Instagram Scraper?

What Types of Data Can Be Extracted Using IGLEADS IG Scraper?

Here’s a list of the key features of IGLEADS Instagram Scraper(Click here for additional information):

Scrapes various data: Usernames, bios, email addresses (if publicly available), follower counts, post data and engagement metrics.
Target specific audiences: Search by hashtags, locations, or user followers to find relevant profiles.
Filters results: Refine your search based on criteria like location, follower count, or engagement rate.
Exports data: Download scraped information in various formats like CSV or Excel for further analysis or use.
Claims user-friendly interface: Offers a web-based platform, eliminating the need for coding knowledge.

Who is IGLEADS Best Suited For?

IGLEADS Instagram Scraper is best for(Learn more here):

📈 Social Media Marketers: Seeking targeted audience engagement.

🤝 Businesses and Brands: Looking to expand their Instagram presence.

🌐 Digital Marketing Agencies: Managing social media campaigns.

🎯 Influencers: Growing and engaging with their follower base.

🚀 Entrepreneurs: Promoting products or services on Instagram.

📊 Marketing Professionals: Analyzing Instagram insights and trends.

📱 Content Creators: Building a strong Instagram content strategy.

🌍 Global Brands: Targeting audiences across different regions.

🧑‍💻 Social Media Managers: Streamlining Instagram marketing efforts.

Pricing Plans of IGLEADS

IGLEADS offers several pricing plans with varying features and costs. However, they don’t publicly disclose the exact pricing on their website. Here’s what you can find:

Free Trial: Available for most core features to explore before committing.
Minimum monthly commitment: This applies to most plans, requiring a minimum spending amount per month.
Contact for a quote: They encourage reaching out for a personalized quote based on your specific needs.

Click on their website for further information. Here are the available pricing plans dated 29/04/2024:

Starter Plan ($59/month): Likely the most basic plan with limited features.
Business Plan ($149/month): Most popular plan, likely offering more features and data extraction capabilities.
Yearly Plan ($650/year): Annual option for the Business Plan, potentially offering a discounted rate compared to monthly payments.

Remember:

Contact IGLEADS directly for specific pricing information and plan details.
Consider the ethical implications and potential legal risks before using their services.

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What factors should be considered when selecting cost-effective Instagram data scrapers and extractors?

When choosing cost-effective Instagram data scrapers and extractors, several factors should be taken into account. These include the tool’s pricing structure, features and functionalities, ease of use, reliability, customer support, and user reviews. It’s essential to find a balance between cost-effectiveness and the tool’s ability to meet your specific data scraping requirements. Additionally, considering the reputation and credibility of the tool’s provider can help ensure a positive and successful scraping experience.

Final Thought

Cost-effective Instagram data scrapers and extractors play a crucial role in enabling businesses, researchers, and marketers to extract valuable insights from the platform without straining their budgets.

These tools offer an affordable solution for accessing and analyzing Instagram data, empowering users to make informed decisions and stay competitive. When choosing cost-effective options, it’s important to consider factors such as pricing, features, reliability, and customer support to ensure a successful data scraping experience. By leveraging these tools, users can unlock the power of Instagram data without compromising on quality or affordability.