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.

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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.

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.

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.

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.

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

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.

Requirement Discovery & Target Mapping

We define the platforms, discussion types, keywords, user attributes, and data fields needed to match your business intelligence goals.
Scraper Development & Platform Adaptation

Using headless browsers, API integrations (where available), and proxy rotation, we design resilient scrapers that navigate logins, pagination, dynamic content, and moderation blocks.
Data Structuring & Sentiment Classification
We apply natural language processing (NLP) and custom tagging to structure the extracted content, categorize topics, and label sentiment—ready for analysis or dashboarding.

Technologies We Use for Web Scraping

bash
JavaScript
Node Js
Python

bs4
Cheerio
Pandas
playwright
Puppeteer
Requests
Scrapy
Selenium

MongoDB
MySQL
PostgreSQL
SQL Server
SQLite

Google Sheets
JSON
XML
ZenRows

AWS
Azure
GCP
Heroku

Playwright
Puppeteer
selenium

Bright Data
Capsolver / 2captcha / Anticaptcha
Oxylabs
ScraperAPI
Zyte

Apify
ScrapingBee
ZenRows

AWS Lambda

Programming Languages

bash
JavaScript
Node Js
Python

Our Clients

From multinational investment firms and legal researchers to PR agencies and enterprise media teams, we serve clients who rely on real-time media intelligence to drive decisions, anticipate trends, and stay ahead of the conversation.