Best Web Scraping Tools for Instagram

Find and compare the best Web Scraping tools for Instagram in 2026

Use the comparison tool below to compare the top Web Scraping tools for Instagram on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.

  • 1
    Apify Reviews

    Apify

    Apify Technologies s.r.o.

    $29 per month
    1,291 Ratings
    See Tool
    Learn More
    Apify provides the infrastructure developers need to build, deploy, and monetize web automation tools. The platform centers on Apify Store, a marketplace featuring 10,000+ community-built Actors. These are serverless programs that scrape websites, automate browser tasks, and power AI agents. Developers create Actors using JavaScript, Python, or Crawlee (Apify's open-source crawling library), then publish them to the Store. When other users run your Actor, you earn money. Apify manages the infrastructure, handles payments, and processes monthly payouts to thousands of active developers. Apify Store offers ready-to-use solutions for common use cases: extracting data from Amazon, Google Maps, and social platforms; monitoring prices; generating leads; and much more. Under the hood, Actors automatically manage proxy rotation, CAPTCHA solving, JavaScript-heavy pages, and headless browser orchestration. The platform scales on demand with 99.95% uptime and maintains SOC2, GDPR, and CCPA compliance. For workflow automation, Apify connects to Zapier, Make, n8n, and LangChain. The platform also offers an MCP server, enabling AI assistants like Claude to discover and invoke Actors programmatically.
  • 2
    APISCRAPY Reviews
    Top Pick

    AIMLEAP

    $25 per website
    75 Ratings
    APISCRAPY is an AI-driven web scraping and automation platform converting any web data into ready-to-use data API. Other Data Solutions from AIMLEAP: AI-Labeler: AI-augmented annotation & labeling tool AI-Data-Hub: On-demand data for building AI products & services PRICE-SCRAPY: AI-enabled real-time pricing tool API-KART: AI-driven data API solution hub  About AIMLEAP AIMLEAP is an ISO 9001:2015 and ISO/IEC 27001:2013 certified global technology consulting and service provider offering AI-augmented Data Solutions, Data Engineering, Automation, IT, and Digital Marketing services. AIMLEAP is certified as ‘The Great Place to Work®’. Since 2012, we have successfully delivered projects in IT & digital transformation, automation-driven data solutions, and digital marketing for 750+ fast-growing companies globally. Locations: USA: 1-30235 14656 Canada: +1 4378 370 063 India: +91 810 527 1615 Australia: +61 402 576 615
  • 3
    PhantomBuster Reviews

    PhantomBuster

    PhantomBuster

    $59.00 per month
    2 Ratings
    PhantomBuster is a technology company headquartered in Paris, France, that offers data scraping and automation tools for all major websites and social media networks. Founded in 2016, we offer users quick solutions to generate leads in the form of Phantoms, Integrations, and Flows on platforms like LinkedIn, Sales Navigator, Instagram, Facebook, and Twitter. Over 150 Phantoms are waiting for you to automate your tasks to achieve your specific lead generation goals. Some of our top Phantoms include: • The LinkedIn Profile Scraper Phantom • The HubSpot CRM Enricher Phantom • The Salesforce CRM Enricher Phantom • The Pipedrive CRM Enricher Phantom • The LinkedIn Search to Lead Outreach Flow • The Google Maps Search to Contact Data Flow Find the Phantoms, Flows, or Integrations you need to fuel your growth in our Phantom Store!
  • 4
    Decodo Reviews

    Decodo

    Decodo

    $.08 per 1K requests
    1 Rating
    High quality data collection infrastructure for almost every use case using Decodo (formerly Smartproxy). You can bypass geo-blocks, CAPTCHAs and IP bans using 50M+ proxy servers from 195+ locations. This includes cities across the US. We have you covered, from scraping multiple targets simultaneously to managing multiple social and eCommerce accounts. You can integrate our proxies seamlessly with third-party software, or use our Scraping APIs. We also provide detailed documentation. It's never been easier to manage multiple profiles. You can create unique fingerprints and use as many browsers you want, without any risk. It's simple to use and quite powerful. In just 2 clicks, you can access a proxy paradise in your browser. It's free. It's easy to set up and even easier to use. In just 2 clicks, you can access the virtual world. Instantly generate user-pass lists for sticky sessions and export proxy lists in seconds. Sort and harvest any data you need in an intuitive and simple way.
  • 5
    AvesAPI Reviews

    AvesAPI

    AvesAPI

    $50 per month
    Leverage the best Google Search API to obtain real-time data from the top 100 search results with the fastest, most dependable, and most cost-effective SERP API available globally! Our SERP API enables you to access HTML results from Google tailored to any device and location based on your search query. If you have your own parser, the HTML export option is ideal for your needs; however, if you lack a parser and require organized data, then opting for JSON export would be the most suitable choice for your business requirements. Our structured SERP data encompasses nearly all significant SERP features, including videos, images, maps, and answer boxes, ensuring a comprehensive experience. We operate on a pay-per-request pricing model, meaning there’s no need to subscribe to any packages; you only incur costs for successful requests, allowing you to save money. AvesAPI simplifies the process of extracting shopping data, enabling you to gather product information from Google effortlessly through our intelligent SERP data parser. By utilizing JSON export, you can seamlessly retrieve various product attributes, including title, description, pricing, category, related products, and more, making it an invaluable tool for e-commerce businesses. This approach ensures you have all the essential insights at your fingertips to make informed decisions.
  • 6
    ScrapeOwl Reviews

    ScrapeOwl

    ScrapeOwl

    $29 per month
    We exclusively utilize top-tier residential IP addresses to guarantee both reliability and consistent uptime. Launch Chrome instances to perform large-scale scraping without concerns about resource consumption, as well as browser and session management. Obtain results tailored to specific countries for platforms that adapt content based on location, such as Amazon.fr compared to Amazon.ae and eBay. Bypass web security protocols seamlessly, acquiring data without triggering CAPTCHA challenges on platforms like Cloudflare, Hcaptcha, and Google recaptcha. Additionally, gather only the necessary elements from web pages without the hassle of manual HTML parsing. Accumulate information regarding products, prices, and descriptions from e-commerce product listing pages effortlessly. By leveraging APIs in a programmatic fashion, you can develop a customized application to retrieve the precise data you need from the websites you wish to scrape and analyze. This streamlined approach ensures efficiency and effectiveness in data collection.
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    Axiom.ai Reviews

    Axiom.ai

    Axiom.ai

    $15
    Streamline your tasks by employing browser bots to automate actions on any website or web application, making repetitive activities a breeze. Installation is straightforward and comes with a free trial that doesn’t require a credit card. After installation, simply pin Axiom to your Chrome Toolbar for easy access—click the icon to launch or hide the interface. Each bot can be tailored to suit your specific requirements, allowing you to create as many as necessary. Automate various actions such as clicking and typing across any site, and you can opt for manual execution, schedule them, or link with Zapier to initiate external events seamlessly. With Axiom.ai, you can achieve automation within minutes, and while a desktop application is optional, it’s essential for functions involving file uploads or downloads. This application is compatible with any subscription level and is available for Apple, PC, and Linux systems. For those on the cloud tier, Zapier can initiate Axiom operations, while Axiom can also send data to Zapier for further processing at any tier. Moreover, any tool capable of sending or receiving webhooks can be configured to integrate with Axiom, enhancing its versatility and functionality. This makes Axiom not just a tool, but a powerful ally in optimizing your web interactions.
  • 8
    Browserflow Reviews

    Browserflow

    Browserflow

    $49 per month
    Streamline your workflow by automating tedious tasks in just a few minutes. Operate seamlessly in your web browser or through cloud services. Gather information from various sources, ranging from basic HTML tables to intricate single-page applications. Execute actions on websites as if you were manually interacting with them, but at a speed that is ten times quicker and error-free. Aggregate data and fill your spreadsheets with ease. You even have the option to keep your sheets consistently updated by scheduling automated workflows in the cloud. Safeguard the important information you value by creating backups, and produce screenshots and PDFs of any webpage with ease. Harness the power of automation by utilizing a vast array of pre-built commands. Activate Browserflow within your browser to facilitate local tasks and minimize the risk of bot detection. Additionally, you can deploy workflows to the cloud so that they run even when you are resting or enjoying a getaway. Effortlessly read from and write to Google Sheets for convenient data management. Set your flows to operate automatically, whether every minute or once a month. Take advantage of community-created flows and share your own creations for others to use, fostering a collaborative environment. This way, you can enhance productivity while also supporting fellow users in their automation journeys.
  • 9
    Piloterr Reviews

    Piloterr

    Piloterr

    $49 EUR/month
    Piloterr API efficiently manages crawlers and rotates proxies on your behalf. As a dynamic software platform, Piloterr empowers innovative companies to fully harness the capabilities of the internet, equipping them with essential tools and insights for accelerated business growth. Our commitment to improvement drives us to continually enhance our codebase and develop new APIs tailored for various search engines. While we encourage users to submit feature requests through our Roadmap, we recognize that it's not feasible to create APIs for every website due to various constraints; however, we diligently add new features where feasible and necessary. Only successful requests contribute to your monthly search quota, meaning that cached, errored, or failed searches do not count. We pride ourselves on providing excellent user support and encourage you to reach out via chat; we aim to respond within one business day to assist you in maximizing your experience with our API.
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    PhantomConnect Reviews

    PhantomConnect

    PhantomConnect

    $15/month/user
    PhantomConnect is an innovative technology solution that allows companies to automate their engagement on social media and simplify the process of data collection. Prioritizing user-friendliness and efficiency, PhantomConnect provides a robust array of tools aimed at boosting lead generation and improving your visibility on the internet. By leveraging these advanced features, businesses can elevate their online strategy and connect more effectively with their target audience.
  • 11
    InstaScraper Reviews

    InstaScraper

    InstaScraper

    $49 per month
    InstaScraper is a specialized tool aimed at gathering email addresses from Instagram, allowing users to create precisely targeted lead lists for effective outreach efforts. This tool enables users to extract emails from a variety of Instagram sources, such as followers, following lists, comments on posts, and tailored lists, making it easier to compile verified email addresses from particular audiences or competitors. The procedure involves identifying a target user, starting the data extraction for desired elements (like followers or comments), and obtaining a verified email list that is ready for use in email marketing strategies. By providing verified email addresses, InstaScraper enhances deliverability rates, boosts open rates, and leads to better sales results, ensuring that the collected emails can be effortlessly integrated into any email marketing service or advertising platform. Ultimately, this tool streamlines the process of reaching out to potential customers, enabling businesses to optimize their marketing efforts effectively.
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    IPBurger Reviews

    IPBurger

    IPBurger

    $9.58 per month
    We offer top-notch static residential IPs, ensuring they are genuine and reliable. Our extensive network of over 100 million rotating residential IPs allows you to scrape data seamlessly without the fear of being blocked. This makes it easy for you to find the ideal solution tailored to your specific requirements. With our service, you can perform data scraping without interruptions, thanks to our vast array of residential proxies. Users benefit from precise geo-targeting capabilities, allowing access to specific locations by country, state, city, and ASN, covering more than 2,014 cities across the globe. Furthermore, our platform supports limitless concurrent sessions at no additional cost, offering flexible session control that can maintain sticky IPs for up to half an hour. IPBurger’s offerings are suitable for a wide range of purposes, such as anonymous web browsing, ecommerce, market research, social media management, SEO tracking, and data extraction. The intuitive interface we provide makes proxy setup and management straightforward, featuring functionalities like automatic proxy rotation and a single back-connect entry for efficient session management. With IPBurger, you can navigate the complexities of online data gathering easily and effectively.
  • 13
    ReviewGators Reviews
    We are one of the leading scraper API and review scraping service providers in the global market. We provide customized scraping APIs for our clients, ranging from startups to enterprises. We use the latest technologies and tools to mine review data and assist enterprises in obtaining large-scale and well-structured web data.
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