Home / Blog / Web Scraping / Best Social Media Scrapers in 2025
Compare the top social media scrapers and scraping tools of 2025. Discover the best platforms for accurate, fast, and scalable social media data scraping.
Social media sites provide information on what users are talking about, browsing, and interacting with almost in real time. This information is crucial for market research on users who may be current or potential customers.
The following article compares six popular web and social media scraping APIs based on accuracy, speed, pricing, ease of integration, customer support, storage and export, and user reviews.
Bright Data provides affordable, flexible, and scalable web scraping capabilities, including dedicated APIs for scraping popular social media sites, to easily collect data from websites.
When scraping social media sites, Bright Data ensures high data availability through its investment in technologies like the Web Unlocker, which simulates real user behavior and works around anti-bot mitigations like CAPTCHAs. The Bright Data global network of proxies and endpoints provides fast global coverage to simulate users across the globe. Dedicated data collection endpoints for popular sites, including LinkedIn, X, Instagram, Facebook, and more, provide teams with a scalable and fast way to consume social media data while maintaining data quality.
Bright Data offers flexible pricing to access the API through a pay-as-you-go plan to help you experiment with the service and get started. For larger projects, upfront monthly commitments range from $499 USD to $1,999 USD a month. These monthly plans offer teams an affordable way to scale their project as it grows, with cheaper requests per plan.
The Bright Data Social Media Scraper API enables scalable querying of social media platforms. Its easy integration lets you start using the API from your terminal and scale up for larger data collection applications. Bright Data provides extensive documentation for developers working with its Web Scraper API and other services, including the proxy network and CAPTCHA solvers. Developers can also access a collection of how-to guides covering common implementation patterns for data pipelines and software projects.
Bright Data provides all plans with a help center and email-based support for issues with the platform. For customers with premium and enterprise plans, subject matter experts are available as well as prioritized support responses for support requests. Customers on enterprise plans also have further access to technical account managers to assist with ongoing integration, dedicated Slack channels for support, and quarterly technical reviews of platform usage. A full list of the available services can be found on the Bright Data Support Services site.
Bright Data APIs allow developers to collect, store, and export scraped data in structured formats like CSV, XLSX, or JSON for easy integration into other services or data pipelines. Using the Bright Data management platform, you can configure cloud storage to export data to external platforms like Amazon Simple Storage Service (Amazon S3), Google Cloud Storage, and Snowflake, all within the Bright Data ecosystem.
Bright Data has been rated 4.4 stars on Trustpilot, with customers extremely satisfied with the range of services and products offered on the platform, and is further backed up by the 4.5 stars on G2 from user reviews of the service.
Smartproxy provides APIs that allow developers and teams to easily scrape social media platforms like TikTok, Instagram, and Reddit. With both real-time and asynchronous API options, Smartproxy provides a flexible solution for scaling various projects.
Developers can quickly begin collecting high-quality data sets through the platform using prebuilt scrapers and the Smartproxy residential proxy network, which emulates user activity with high-quality residential IP addresses. These IP addresses are available globally, ensuring fast connections, as measured by Proxyway research in 2023.
Smartproxy does not offer a pay-as-you-go option. They have monthly plans starting at $0.10 per 1,000 API requests. Basic plans require upfront commitments ranging from 100,000 to 5,000,000 requests per month. They also offer advanced plans that support larger blocks of API requests for more extensive social media scraping. See Smartproxy’s pricing page for full details.
Developers have access to an online API playground for the scraper APIs, making experimenting and testing easy. Smartproxy also allows developers to integrate the Social Media Scraper API into their existing developer and workflow tools, including Postman and Zapier. A full list of Smartproxy integrations can be found in their Quick Start Guide.
Smartproxy provides support through a support portal, which includes a live chat. Smartproxy does not provide public information on its enterprise support commitments.
API data is available in JSON and CSV formats, structured using Smartproxy’s schema for each social media platform. Since the platform uses asynchronous APIs, data is stored for later download but cannot be automatically pushed to cloud storage providers.
Smartproxy has been rated 4.5 stars on TrustPilot with customers happy with the support offered on the platform. Users on G2 have also rated the platform 4.5 stars, mentioning the ease of use of the platform and great customer support.
For over ten years, Zyte has been providing easy-to-use tools to collect, format, and deliver web data to users. You can use Zyte’s social media endpoints on the scraping platform to extract clean data from social media sites. However, Zyte does not specify which social media platforms are supported for scraping, so you need to contact them to discuss your data needs.
Zyte API provides an AI-powered Automatic Extraction API to automatically extract relevant information from a web page. As the page structure or HTML changes, the AI adapts to locate the updated content. However, AI extraction could introduce inaccurate data if it extracts the wrong information necessitating the need for more comprehensive data testing. When using the scraping APIs, a request can often take ten to thirty seconds to complete. For developers, both real-time and asynchronous requests can be made to the service to scrape multiple pages at one time and download data later to speed up processing.
The Zyte API ranks websites into tiers based on the computing and networking costs needed to bypass bot protection, with higher tiers costing more. A pay-as-you-go option allows users to try the service, while monthly commitments reduce API request costs. See the Zyte pricing page for full details.
Zyte offers documentation and migration guides. For developers, the Zyte IDE provides an environment to experiment and debug projects. Zyte API does not provide any direct integrations with third-party services or developer tools.
Zyte provides support through a ticketing system and an AI + Agent live chat for real-time assistance. However, it does not offer enterprise support commitments.
Data collected with Zyte API is provided in their schema, which utilizes common data types across social media sites, making it easy to unify data sets across multiple platforms. The platform also offers a cloud-based solution for managing data collection jobs and storing results, providing a zero-infrastructure solution for social media scraping.
G2 users have rated the platform 4.4 stars, with eighty reviews. Users are happy with the platform’s ease of use and web scraping efficiency. Zyte is still building up its presence on Trustpilot, with only 2 out of 5 stars, but there are only ten reviews.
The SOAX platform aims to provide data extraction tools for developers with their social media scraping API for popular platforms like TikTok, Reddit, Snapchat, and YouTube. The API can extract profile data, images, videos, and groups in bulk and with real-time results. SOAX offers scalable social media scraping capabilities with zero infrastructure needed to start scraping and collecting data.
To ensure scraping accuracy on the SOAX platform, a quality assurance team regularly monitors the performance of scraping and parsing jobs to ensure uninterrupted collection of data from social media sites that may have anti-bot mitigations. The SOAX platform offers proxies and endpoints in many locations across the globe using data center–hosted proxies with high-speed connections and high availability, boasting a response time of less than 2.5 seconds.
SOAX offers individual and enterprise pricing for various users. For individual plans, a pay-as-you-go tier is available starting from $15 USD. Depending on the plan chosen, API requests cost $2.10 USD to $1.60 USD per 1,000 requests. Enterprise plans range from $739 USD to $2,999 USD a month. API requests cost $1.10 USD to $0.66 USD per 1,000 monthly requests. Full pricing details can be found on the SOAX site.
API documentation for published APIs is available for developers, along with prebuilt code samples generated in the SOAX application. A range of integrations with SOAX can also be set up to streamline data collection from your existing services.
The SOAX support portal provides a collection of help articles on using the platform and completing common tasks. Through the portal, you can contact support directly via a live chat. Enterprise-level support is available, with dedicated account managers and experts available to assist with onboarding, scaling, and integrating with SOAX.
When using the platform, all data is exported from the API as JSON or CSV so you can process it further in your data pipelines.
SOAX has become a popular web scraping platform for hobbyists and enterprise customers. It was voted Best Starter Package by Proxyway in 2022. On G2, SOAX has gained 4.8 out of 5 stars with their users being happy with the proxies offered from the service. Its rating on Trustpilot is a little lower, at 3.9 stars.
Nimbleway provides various web scraping tools, including social media scraping APIs, which allow you to easily scrape public data from platforms like Facebook, Instagram, and TikTok. The platform uses AI for data collection and request optimization on the fly.
Nimbleway utilizes its proprietary IP optimization engine to increase the success rate of API requests. With its global network of proxies and endpoints, it can use highly reputable IP addresses close to the geolocations you are targeting. Nimbleway has also begun implementing AI to enhance data collection accuracy through Nimble Skills, allowing the model to adapt to slight changes seen in social media posts and feeds across different regions. Using asynchronous processing, Nimbleway has allowed for faster web scraping processing by enabling customers to scrape up to 1,000 URLs per batch sent to the service.
A pay-as-you-go tier is available to experiment and grow on the platform. Monthly upfront commitments are available in plans ranging from $150 USD to $3,000 USD. Enterprise plans are also available if you have a larger request volume. You can find full pricing information on the Nimbleway site.
Nimbleway provides documentation on all its products and REST API endpoints. A cloud platform is also provided, allowing developers to configure and schedule tasks to happen automatically. It also has integrations to push data to other platforms, like Amazon S3 and Google Cloud Storage buckets, providing teams with a zero-infrastructure web scraping and data delivery solution.
Nimbleway provides support through email, a ticketing system, and a chatbot. You can find full information on how to contact support through the Nimbleway documentation.
Data exported from the API or cloud platform can be downloaded as JSON or CSV. Data stored in the cloud for retrieval can be automatically delivered to other providers, like Amazon S3 and Google Cloud Storage buckets.
Nimbleway has a 4.1 out of 5 stars on the Trustpilot site, but with only five reviews, a consensus has not been made yet. Similarly, on G2, they have only eleven reviews and gained 5 out of 5 stars so far. Hence, it may be too early to make a verdict.
ScraperAPI provides a web scraping API and data pipeline tools that simplify data collection for developers.
When using the ScraperAPI, it’s recommended to use structured endpoints to collect data from services like Amazon, Google, and Bing. These endpoints offer higher accuracy and are actively monitored. However, there are no structured endpoints for social media sites, so developers must use the general web scraping API. In addition, accuracy may vary depending on the page and the site’s complexity. On the platform, you can use asynchronous scraping to perform high-volume requests. Collected data is stored on the ScraperAPI platform and can be downloaded at a later time for further processing or analysis.
ScraperAPI does not provide a pay-as-you-go plan. Their monthly plans range from $49 USD to $299 USD, each with a fixed monthly amount of API credits and a maximum number of concurrent compute threads allowed on the platform. Geolocation access for requests is available only to customers on the business plans. Enterprise plans are available for customers that require higher API volumes. You can find full pricing information on the ScraperAPI Pricing site.
ScraperAPI provides a large library of documentation, including specific guidance on how to work with the API in many programming languages, including Bash, Python, Node.js, and Java.
The enterprise plan comes with Slack support and a dedicated account manager. For all other customers, a support portal is available, where you can contact them via email or browse support articles on common issues or guides. You can view the full support offering on the ScraperAPI Support site.
ScraperAPI provides structured data through structured endpoints for common search engines, such as Google and Bing, as well as e-commerce platforms like Amazon. The extracted data is provided in JSON format, making it easy to integrate into your applications. However, data scraped from general websites may not be as clean and often requires additional processing to extract meaningful information.
Users on the Trustpilot site have rated ScraperAPI 4.7 out of 5 stars, with users happy with the support offered on the platform. Similarly, on the G2 platform, users have rated ScraperAPI 4.5 out of 5 stars, but they have only fourteen reviews at this time.
Here’s an overview of all the tools discussed:
This article gave an overview of the most popular APIs for scraping social media sites. Since there are now so many different services available for customers to choose from, it has become hard to make a decision. It’s also hard to integrate your service or application with the data extracted from social media sites.
Zyte API has built compelling features for its social media scraping platform, including AI extraction through its real-time and asynchronous APIs; however, this is provided in its own data schema. Nimbleway provides developers with a single API, enabled with AI-powered parsers, for conducting general web scraping activities; however, they do not provide a dedicated social media scraping API.
Bright Data provides social media and general web scraping APIs. We have a fast global network for data extraction and high success rates with our developer-friendly APIs. We also offer 24/7 customer support and competitive pricing, including a pay-as-you-go tier. Bright Data is perfect for your project’s social media scraping workload.
A social media scraper is a tool or API that collects publicly available data from social media platforms like Facebook, Instagram, TikTok, LinkedIn, Reddit, and others. These scrapers help businesses and researchers gather real-time insights, perform market analysis, track trends, or monitor public sentiment.
Social media scrapers are valuable for: Market research and competitor analysis, brand monitoring and sentiment analysis, lead generation and user profiling, content aggregation and trend tracking, and academic and journalistic research.
Yes. The following providers allow exports in formats like JSON, CSV, and XLSX, and even support cloud storage:Bright Data: Exports to Amazon S3, Google Cloud, and SnowflakeNimbleway: Integrates with Amazon S3 and Google Cloud StorageSOAX: Allows manual downloads in JSON and CSV
Smartproxy and SOAX are often preferred by newcomers due to:Clean UIs , lower barrier to entry, preconfigured scrapers and easy onboarding.
Bright Data, SOAX, and Nimbleway are top-tier options with:Enterprise-grade SLAs, large request volumes, scalable infrastructure, dedicated support channels.
12 min read
Jonathan Schmidt
11 min read