Bypass any anti scraper systems and automatically resolve javascript and fingerprint challenges.
START SCRAPINGSocial Media Web Scraping
unpack the value of social media data
Scraping social media data can be your gateway into understanding markets, predicting future trends, and making better decisions.
Here's our overview based on years of crawling social media data.
Social Media Data Use Cases
top reasons to crawl social media websites
Social media platforms play a role in almost any industry and to stay in sync with the latest trends and demands social media data can be a goldmine of insights.
Scraping social media data can help you monitor competitor activity, track market trends, and analyze customer sentiment to make informed decisions and stay ahead of the competition.
Social media data is also critical in economic signal tracking like stock market and crypto currency predictions.
Some real-life scenarios by Scrapfly users
Understanding the market sentiment is an important aspect of almost any business. Examining social media for sentiment signals like reviews or customer opinions is a very common use case of social media data.
For market sentiment scraping the most common targets are LinkedIn.com and YouTube.com where reviews and comments are common.
So collecting big data from social media websites can help you understand market trends, identify customer preferences, and connect with related business.
These days the sentiment analysis can be performed by AI engines like Extraction API to get the most in-depth results from your social media data.
Monitoring your competitors is a key part of any business strategy and social networks are often the face of your competitors. By scraping competitor social media data, you can keep track of their activities, promotions, and customer interactions and follow them up with your own strategies.
Social media data in this context can help you identify areas where you can improve your own products, and social presence strategies to stay ahead of the competition especially since so much of the social media data is easy to collect and analyze.
Building brand awareness is a key part of any marketing strategy and social media is a great place to start. Being aware of how your brand affiliates and advertisers treat your brand is an important part of brand security.
Not only that, but social media web scraping can be used to validate advertisements and affiliate contracts to ensure business contracts are followed, and brand integrity is maintained.
Top Social Media Scraping Targets
the most scraped social media targets today
Web Scraping Instagram.com
Instagram.com is one of the world’s most popular social media platforms, known for its focus on visual content such as photos, videos, and stories. It offers tools for users to share moments, connect with communities, and discover trends, making it a hub for creativity and inspiration.
Instagram.com is also a valuable platform for businesses and influencers to build their brand, engage with audiences, and drive sales through its advertising and shopping features.
How to Scrape Instagram.com
For more on scraping Instagram see our introduction guide which covers everything you'd need to know about scraping Instagram post, comments, search and other details.
Web Scraping Linkedin.com
LinkedIn is the leading platform for professional lead searches, connecting lead seekers with opportunities from top companies worldwide. It offers advanced search filters, personalized recommendations, and tools to showcase professional profiles
LinkedIn is also a valuable resource for finding company info aggregation and related talent connections.
How to Scrape Linkedin.com
For more on scraping LinkedIn see our introduction guide which covers everything you'd need to know about scraping LinkedIn profiles, job listings, posts, and other details.
Web Scraping Tiktok.com
TikTok.com is one of the fastest-growing social media platforms globally, known for its short-form videos and highly engaging content. It provides users with tools to create, share, and discover videos across a wide range of topics, from entertainment and education to trends and challenges.
TikTok.com is also a valuable platform for businesses and influencers to reach diverse audiences, build brand awareness, and drive engagement through creative and viral content.
How to Scrape Tiktok.com
For more on scraping TikTok see our introduction guide which covers everything you'd need to know about scraping tiktok video data, comments, search and other details.
Web Scraping Threads.net
Threads.net is a social media platform designed for engaging conversations, allowing users to share text-based posts, photos, and videos. It focuses on fostering community discussions and meaningful connections in a straightforward, user-friendly interface.
Threads.net is also a valuable platform for brands and creators to engage with audiences, build communities, and promote their content through dynamic and interactive features.
How to Scrape Threads.net
For more on scraping Threads see our introduction guide which covers everything you'd need to know about scraping Threads posts, comments, search and other details.
Web Scraping Youtube.com
YouTube.com is the world’s largest video-sharing platform, hosting millions of videos across categories like entertainment, education, music, and more. It offers tools for creators to share content, connect with audiences, and monetize their work, making it a hub for creativity and discovery.
YouTube.com is also a valuable platform for businesses and influencers to reach global audiences through targeted advertising and video content.
Web Scraping X.com
X.com is a leading platform for real-time communication and updates, offering users a space to share ideas, news, and conversations in short, concise posts. It connects individuals, businesses, and communities, making it a hub for trending topics and global discussions.
X.com is also a valuable platform for businesses and influencers to engage with audiences, build their brand, and share timely updates through its advertising and promotional tools.
How to Scrape X.com
For more on scraping x.com see our introduction guide which covers everything you'd need to know about scraping Twitter posts, comments, search and other details.
Social Media Data Made Easy
don't let the complexities of social media data hold your business back
from scrapfly import ScrapeConfig, ScrapflyClient, ScrapeApiResponse
client = ScrapflyClient(key="API KEY")
api_response: ScrapeApiResponse = client.scrape(
ScrapeConfig(
# add real estate property url
url='https://www.instagram.com/p/DD-UZnOsiPW/',
# enable bypass anti-scraping protection
asp=True,
# enable headless browser if necessary
render_js=True,
# use AI to extract data
extraction_model='social_media_post'
)
)
# use AI extracted data
print(api_response.scrape_result['extracted_data']['data'])
# or parse the html yourself
print(api_response.scrape_result.content)import {
ScrapflyClient, ScrapeConfig
} from 'jsr:@scrapfly/scrapfly-sdk';
const client = new ScrapflyClient({ key: "API KEY" });
let api_response = await client.scrape(
new ScrapeConfig({
url: 'https://www.instagram.com/p/DD-UZnOsiPW/',
// enable bypass anti-scraping protection
asp: true,
// enable headless browser if necessary
render_js: true,
// use AI to extract data
extraction_model: 'social_media_post' // or reviews
})
);
// use AI extracted data
console.log(api_response.result['extracted_data']['data'])
// or parse the HTML yourself
console.log(api_response.result['content'])Output
1
Send an API Request
bypass any blocking and use a real web browser
2
Get Data & Screenshots
get html, browser data and page screenshots
3
Extract Value with AI & LLM
use LLM prompts and AI auto parsers to find data
Web Scraping API
Extraction API
Screenshot API
Web Scraping API
Unlock the Real Power of Web Scraping
Power through scraping challenges using intelligent tools that save time and maximize results with the best success rate and cutting-edge features
-
Automatic Anti-Bot Bypass
-
Proxy Rotation — Millions of Proxies
Automatically rotate proxies from datacenter or residential pools of 130M+ proxies from 120+ countries.
START SCRAPING -
Get Data in the Formats You Need
Get results in data formats that suit you - html, markdown, json and many other are automatically converted.
START SCRAPING -
Render Javascript and Control Real Web Browsers
Use cloud browsers to render javascript powered pages and even control them to click buttons, input forms and perform general automation tasks.
START SCRAPING
Extraction API
Realize the Potential of Your Data
Maximize your efficiency with an AI-powered extraction process designed to save you time. Effortlessly extract data with AI, LLMs, and customizable templates
-
Automatically Extract Data with AI Precision
Use the AI auto extract feature to automatically find data objects like products, reviews, property listings and other common data types.
START EXTRACTING -
LLM Query Your Data
Use data parsing optimized LLM models to interact with your data or extract structured results.
START EXTRACTING -
Create Your Own Extraction RulesCustomize your own extraction rules to extract exactly the data you need and clean-up with our built-in processors. START EXTRACTING
Screenshot API
Effortlessly Capture the Visual Web
Capture web page screenshots effortlessly using real browsers optimized for screenshots
-
Automatically Bypass Blocking
Automatically bypass content and bot blocks for uninterrupted screenshot capture.
START CAPTURING -
Capture Any Area
Capture everything from selected areas to full pages with automatic scrolling.
START CAPTURING -
Block Banners & Ads
Block cookie popups, ads and have complete control of the browser.
START CAPTURING
Seamlessly Integrate with Frameworks & Platforms
Easily integrate Scrapfly with your favorite tools and platforms, or customize workflows with our Python and TypeScript SDKs.
Build LLM and RAG Applications
Explore
More
Integrations
Frequently Asked Questions
How to unblock access to social media websites?
While scraping social media websites is legal, some websites may block access to their data if they can detect robot-like behavior. For this, you can fortify your scrapers against identifcation yourself using tools and techniques covered in our blog here or you can leave it to Web Scraping API to handle it for you!
Is web scraping social media websites legal?
Yes, generally web scraping publicly visible data is legal in most places around the world. However, extra consideration should be noted on scraping PII (personally identifiable information) and any copyrighted material which may be difficult to store legally in some countries. For more see our in-depth web scraping laws article.
What is a Web Scraping API?
Web Scraping API is a service that abstracts away the complexities and challenges of web scraping and data extraction. This allows developers to focus on creating software rather than dealing with issues like web scraping blocking and other data access challenges.
How can I access Web Scraping API?
Web Scraping API can be accessed in any http client like curl, httpie or any http client library in any programming language. For first-class support we offer Python and Typescript SDKs.
Are proxies enough to scrape social media data?
No, most modern social media websites can identify proxies and blocking access to their public data. To bypass social media blocking you'll need to use combination of new bypass tools and techniques or defer these steps to a service like Web Scraping API .
What social media data can be scraped?
Social Media websites are incredibly rich with variety of data: profiles, posts and comments, likes, shares, followers, and more. All of this data can be scraped and used for market analysis, brand monitoring, and competitor tracking.
How to extract data from scraped social media pages?
Modern social media websites often store data in interactive web applications which often require headless browser for full data extraction. However, the full dataset is often scattered through many parts of the page and using a AI engine (like Extraction API ) can help you extract entire datasets with a single parsing technique.
Social signals are by far the most common use for social media data. Being the first to know about a new trend or a viral post can be a game changer.
For social signals scraping the most common targets are X.com or Threads where announcements take place.
Knowing when a new product feature is announce or crypto currency trending can be a game changer for many businesses.
Speed can be essential in social signals scraping and using a service like Web Scraping API can help you get the data you need in real-time.