Forum & Social Media Scraping
Extract user-generated content, trending discussions, sentiment signals, and brand mentions across digital communities—turning raw conversations into strategic business insights.
We specialize in forum and social media scraping that helps businesses monitor conversations at scale, from Reddit threads and Twitter/X posts to Facebook groups, Discord servers, and niche industry forums. Our custom-built scrapers capture real-time audience sentiment, product feedback, and trend signals fueling smarter marketing, reputation management, and competitive analysis.
Success Stories
We’ve supported global e-commerce brands in tracking product reviews across Reddit, enabled SaaS firms to monitor user discussions on competitor platforms, and helped financial institutions stay ahead of reputational risks through real-time sentiment analysis.
Real Estate Agents Scraper
We implemented a smart algorithm with a multi-level crawler to make sure that all the real estate agents are being found. We scraped multiple websites to gather an extensive amount of data and used proxies to prevent blocking and other issues.
Google Trends Scraper
We devised a multiple-layer strategy to improve the scaling of the scraper and resolve the blocking issue. The scraper was integrated with multiple API providers (including our customized API written in Playwright), to provide a strong backup for retrieving the information.
Wikipedia Scraping (Mayors of Canada)
Our client, minervaai.io/, needed to get the official financial records and other details of Canadian mayors. They were finding it hard to continuously keep up with this information. Data Prism was tasked to devise a smart technique that could check the current mayor of all the cities of Canada on an on-going basis
LinkedIn Scraper
We used the proprietary algorithm of Data Prism to scrape the required data from LinkedIn. It involved the use of certain filters to find the companies/brands that fulfill the criteria. Once we have these results, the scraper would find the relevant employees to gather their details.
Industries We Have Served
Our scraping solutions help diverse businesses decode the digital voice of customers, communities, and competitors—turning forums and social media into powerful intelligence pipelines.
Consumer Brands & Retail
Extract reviews, customer feedback, and emerging trends across social channels to inform product launches and marketing campaigns.
SaaS & Tech Platforms
Monitor user feedback and feature discussions on platforms like Reddit, GitHub, and Discord to guide roadmap development and support strategies.
Financial & Investment Firms
Track public sentiment on forums, news communities, and Twitter/X to anticipate market reactions and uncover investor sentiment.
Media & Research Agencies
Aggregate user opinions, trending topics, and online narratives for news monitoring, audience profiling, and behavior research.
Healthcare & Wellness Brands
Capture patient or customer sentiment from support forums, Facebook groups, and comment threads to improve services and identify unmet needs.
Development Process
We build tailored scraping systems that adapt to complex platform structures, rate limits, and anti-bot mechanisms—while delivering clean, structured, and insight-ready data.
Technologies We Use for Web Scraping
Programming Languages
Node Js
Python
JavaScript
Bash
Frameworks & Libraries
Scrapy
Selenium
Pandas
Requests
Playwright
Puppeteer
Cheerio.js
BS4
Databases
MySQL
SQL Server
PostgreSQL
MongoDB
SQLite
Cloud Deployments
AWS Lambda
Azure Functions
GCP
Heroku
Task Scheduling
AWS Lambda
Headless Browsers
Selenium WebDriver
Playwright
Puppeteer
Proxy & Anti-bot Solutions
Bright Data
Zyte
ScraperAPI
Oxylabs
CapSolver / 2Captcha / Anti-Captcha
Scraping-as-a-Service Tools
ZenRows
zyte
Apify
ScrapingBee
Data Storage Formats
ZenRows
JSON
XML
Google sheets
Technologies We Use for Web Scraping
Node Js
Python
JavaScript
Bash
Scrapy
Selenium
Playwright
Pandas
Cheerio.js
Requests
Puppeteer
BS4
Selenium WebDriver
Playwright
Puppeteer
Bright Data
Zyte
ScraperAPI
Oxylabs
CapSolver / 2Captcha / Anti-Captcha
ZenRows
zyte
Apify
ScrapingBee
MySQL
SQL Server
PostgreSQL
MongoDB
SQLite
ZenRows
JSON
XML
Google sheets
AWS Lambda
Azure Functions
GCP
Heroku
AWS Lambda
Our Clients
From global brands seeking customer insight to fast-growing startups monitoring their digital footprint, we help organizations unlock the full value of unstructured forum and social media data securely, ethically, and at scale.
Our Clients
From eCommerce brands and logistics providers to fintech startups and data-first SaaS platforms, we help companies around the world make smarter, faster, and more informed decisions through reliable data infrastructure.
