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.

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.

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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.

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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

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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.

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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.

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SaaS & Tech Platforms

Monitor user feedback and feature discussions on platforms like Reddit, GitHub, and Discord to guide roadmap development and support strategies.

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Financial & Investment Firms

Track public sentiment on forums, news communities, and Twitter/X to anticipate market reactions and uncover investor sentiment.

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Media & Research Agencies

Aggregate user opinions, trending topics, and online narratives for news monitoring, audience profiling, and behavior research.

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Healthcare & Wellness Brands

Capture patient or customer sentiment from support forums, Facebook groups, and comment threads to improve services and identify unmet needs.

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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

Programming Languages

Frameworks & Libraries

Databases

Cloud Deployments

Task Scheduling

Headless Browsers

Proxy & Anti-bot Solutions

Scraping-as-a-Service Tools

Data Storage Formats

Technologies We Use for Web Scraping

Programming Language

Frameworks & Libraries

Headless Browsers

Proxy & Anti-bot Solutions

Scraping-as-a-Service Tools

Databases

Data Storage Formats

Cloud Deployments

Task Scheduling

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.

Success Stories

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Forum & Social Media Scraping

Success Stories

Real Estate Agents Scraper

Google Trends Scraper

Wikipedia Scraping (Mayors of Canada)

LinkedIn Scraper

Industries We Have Served

Consumer Brands & Retail

SaaS & Tech Platforms

Financial & Investment Firms

Media & Research Agencies

Healthcare & Wellness Brands

Development Process

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