Web Scraping Social Media
X users are debating your brand right now. DataOx collects those threads alongside TikTok videos and Reddit discussions you need to see. Our social media data collection pulls Instagram metrics and YouTube comments at scale. Web scraping social media platforms reveals sentiment patterns for competitive analysis. With us, your marketing team can spot trends weeks before competitors catch on.
Social Media Monitoring: Brand Intelligence
Scraping Instagram reveals engagement patterns that standard analytics miss. DataOx extracts TikTok trends and X conversations before they go viral. At the same time, LinkedIn data collection captures professional sentiment and industry discussions at scale. Our social media sentiment analysis processes Reddit threads and YouTube comments for authentic audience reactions.
Data Sources
Major social platforms (X, LinkedIn, Instagram, TikTok, Reddit, Facebook, YouTube), review sites, forums, messaging apps, Q&A platforms, and more.
Implementation timeline
Two to three weeks, depending on the volume and complexity of the data sources. You can get in touch with our data specialists for a more accurate estimate that is customized for your requirements.
The Benefits of Web Scraping Social Media for Brand Intelligence
Industry benchmarks reveal how automated social media data collection changes brand tracking and competitive research. Companies implementing brand monitoring services have documented significant improvements across sentiment analysis and audience intelligence operations.
40x
Increase in trend detection speed compared to manual tracking. Marketing teams identify viral content and shifting sentiment hours before traditional methods catch up.
90%
Reduction in missed mentions and improved sentiment accuracy with automated social media monitoring versus manual platform checking.
40x
Platform expansion by accessing Reddit threads and TikTok comments beyond basic Facebook and X tracking limits.
80%
Time savings and cost reduction when automating repetitive social listening tasks versus manual content review processes.
A Reliable Partner For Social Media Monitoring & Trend Intelligence
A Reliable Partner For Social Media Monitoring & Trend Intelligence
DataOx extracts social conversations and brand mentions at scale for marketing teams and analysts. Our social media data collection services include sentiment tracking, review aggregation, trend identification, and competitor creative analysis.
Brand Mention Tracking
Customer Sentiment Analysis
Review Collection & Analysis
Viral Content & Trend Detection
Competitor Creative Monitoring
Custom Platform Solutions
Brand Mention Tracking
your company name is being discussed right now – we find every conversation
Someone just posted about your product on Reddit. DataOx captures that thread alongside TikTok reviews and X complaints the moment they appear. Our brand monitoring services track reputation across platforms automatically.
Linkedin data collection captures professional discussions and B2B mentions
Web scraping X finds real-time conversations and viral threads
Scraping Facebook groups and public pages for brand discussions
Review sites get monitored alongside Instagram Stories and YouTube
Negative sentiment triggers immediate alerts to your team
Designed for PR teams and reputation managers
Customer Sentiment Analysis
decode what people actually think – not just what they say
Social media sentiment analysis reads between the lines. DataOx scrapes comments and reviews where sarcasm hides true feelings. We collect posts where frustration appears masked by polite language. Your team gets actual emotional intelligence, not just comment volume.
Emotion patterns emerge from scraped comment text analysis
YouTube scraping reveals video comment sentiment and engagement patterns
Reddit web scraping uncovers authentic unfiltered customer opinions
Sentiment velocity tracking shows reputation shifts over hours
Geographic sentiment mapping reveals regional customer mood
Designed for customer experience and marketing analytics teams
Review Collection & Analysis
aggregate customer feedback from dozens of sources simultaneously
Your product has reviews scattered across Google, Amazon, Trustpilot, and Reddit. DataOx consolidates everything into searchable databases with sentiment scores attached. Online review monitoring runs on autopilot.
Multi-platform review scraping covers major and niche sites
Star ratings get normalized across different scoring systems
Common complaint themes surface automatically from text analysis
Competitor reviews get scraped for benchmarking purposes
Product-specific feedback gets categorized by feature
Designed for product teams and customer success managers
Viral Content & Trend Detection
spot emerging conversations before your competitors notice them
That hashtag you saw yesterday? DataOx caught it three days earlier. Trend detection identifies rising topics across TikTok and X before they hit mainstream awareness. Your content team stays ahead of the curve.
TikTok data collection identifies viral video trends in early stages
Scrape tweets to monitor X conversations and hashtag momentum
Platform-specific trends get identified separately (LinkedIn ≠ TikTok)
Geographic trend origins reveal regional conversation starters
Competitor participation in trends gets logged with timestamps
Designed for content strategists and social media managers
Competitor Creative Monitoring
reverse-engineer their campaigns by scraping meta's ad library
Facebook Ad Library holds every active campaign from your competitors. DataOx extracts creative assets with targeting data and campaign timelines. You see exactly what messaging they’re testing against different audiences.
Scraping Instagram extracts Stories ads and sponsored content patterns
Ad creative scraping from Facebook and Instagram libraries
Campaign duration tracking reveals budget allocation patterns
Copy variations get compared across audience segments
Landing page destinations get archived for funnel analysis
Designed for media buyers and competitive intelligence teams
Custom Platform Solutions
niche networks and unusual technical requirements need specialized extraction
Your industry has conversations happening on platforms most tools don’t cover. DataOx creates custom scrapers for emerging social networks and regional platforms that standard software ignores.
Regional social networks (LINE, Kakao) included
Mobile app review scraping from App Store and Google Play
Industry-specific public forums and community boards
Custom data formatting for your existing analytics stack
API rate limit management and rotation strategies
Designed for global brands and specialized market researchers
A Reliable Partner For Social Media Monitoring & Trend Intelligence
DataOx extracts social conversations and brand mentions at scale for marketing teams and analysts. Our social media data collection services include sentiment tracking, review aggregation, trend identification, and competitor creative analysis.
Who We Serve
marketing
agencies
pr & reputation
management firms
brand & marketing
departments
market research
firms
consumer brands
(e-commerce/retail)
media & entertainment
companies
ai/saas
companies
research
institutions
Need Reliable Data Delivery That Scales? Let’s Talk!
From initial data requirements analysis to fully automated delivery pipelines, our team handles the complete data extraction and processing workflow. Stop wasting time on manual data collection and start making data-driven decisions faster.
scrape social media platforms, automate data delivery everywhere
Your audience talks across many networks simultaneously. We scrape X threads and TikTok comments in real time. Social media data collection connects directly to your existing analytics stack.
Meta
X
TikTok
YouTube
Quora
Review Sites
CSV
XLSX
JSON
XML
Database
CRM
Dashboards
Analytics
Insights
API
use cases
brand mention tracking & reputation monitoring
Someone just tagged your company on Reddit. DataOx extracts that post alongside Instagram Stories and TikTok videos mentioning your brand. Social media monitoring runs continuously for your PR team to review every conversation. Negative sentiment triggers alerts within minutes of posting.
trend detection & viral content analysis
That hashtag gaining momentum on X? We spotted it yesterday. TikTok data collection identifies emerging trends in their early stages. Your content team sees what’s rising on Pinterest and YouTube simultaneously. There’s no doubt that early detection always creates competitive advantages.
customer sentiment analysis
Review scraping aggregates feedback from Trustpilot and Google Reviews hourly. We extract comment text from Facebook and Reddit threads for your analysis tools. Marketing teams get an opportunity to process this data to understand customer reactions to product launches.
competitor creative monitoring
Scraping Instagram reveals what ads your rivals test against different audiences. Facebook Ad Library holds every active campaign from competitors. We extract creative assets with targeting parameters and budget indicators. Now, your marketing team can decode which messages resonate with your customer segment.
influencer & engagement tracking
YouTube scraping collects comment sentiment and engagement metrics from influencer content and LinkedIn data collection finds professional discussions around industry topics. That helps brand managers measure which partnerships generate authentic audience reactions versus paid promotion.
crisis management & early warning
Social media data collection detects reputation threats spreading across platforms. Your team receives alerts when complaint volume spikes on X or review sites. We track how negative sentiment moves from niche forums to mainstream channels and alert you before harm occurs to your online reputation.
data categories we scrape from social media & platforms
Post content
Comment threads
Hashtag data
Public engagement metrics
Publication timestamps
Geographic tags
User profile data
Follower counts
Video view statistics
Share counts
Reaction types
Trending topics
8 Years of Uninterrupted Growth: How We Built the Ultimate AI Recruitment Platform from Scratch
Challenge
Discovered as the recruitment automation company needed to develop and scale AI-powered tools for small and mid-sized businesses. The core product – a customizable interview guide generator – required continuous development, enhancement, and strategic technical implementation to stay competitive in the rapidly evolving HR tech market.
Solution
Services delivered
Data Services:
- Data integration
- IDP (Intelligent document processing)
ATS (application tracking system) development
Development services:
- API development
- Full-stack Custom SaaS development
- AI-driven behavior automation implementation
- Continuous platform enhancement and maintenance
- Advanced onboarding system development
client priority
Team stability and dedicated support – ensuring consistent development team throughout the 8+ year partnership
Results
Platform Scale & Performance:
- 900K+ candidates in the system with 780K resumes
- 3.8K active job openings from 20K total posted
- 2.5K active client companies with 1K new companies added annually
- 3TB of data storage (AWS S3) supporting massive operations
- 120K assessments completed in the last year
- 20K video interviews conducted and processed
choose your social media data sources to scrape
X
TikTok
YouTube
Quora
Threads
Google Reviews
Tumblr
App Store
Google Play
Discord
Custom
our simple 5-step process
Getting started with DataOx.
Step 1
Send Us a Request
Choose the Most Convenient Way to Reach Us
You can contact us through the channel that works best for you:
Email [email protected] or any contact button on our website. Our average response time is 2-4 hours during business days.
Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.
WhatsApp for quick questions or to start the conversation about your project needs.
Step 2
Discuss Your Requirements (+ NDA IF NEEDED)
We Listen to Understand Your Needs
During our initial conversation, we focus on understanding your specific data requirements, business goals, and expected outcomes. For sensitive projects, we can sign an NDA before diving into details. We ask targeted questions to clarify scope and identify the best approach for your project.
What data you need and from which sources
Your timeline and delivery preferences
Technical requirements and integrations
Budget considerations and project scope
NDA and confidentiality (optional)
Step 3
Receive Your Proposal
Clear Scope, Timeline, and Pricing
You’ll receive a detailed proposal with everything you need to make an informed decision:
Project scope and deliverables
Technical approach and methodology
Timeline with key milestones
Fixed pricing with no hidden costs
Data delivery format and schedule
Step 4
Contract & Project Kickoff
Let's Make It Official and Start Building
Once you approve the proposal, we’ll sign the service agreement and introduce your dedicated project manager. Our team will be assembled and ready to start up to 10 days.
Step 5
Delivery & Ongoing Support
Reliable Results and Long-term Partnership
We deliver your data solution on time, with full documentation and support. Our relationship doesn’t end at delivery – we provide ongoing maintenance and optimization as your business grows.
why companies choose dataox
reliable delivery, guaranteed stability
We ensure consistent data flows with 100% uptime. Your business operations run smoothly without interruptions or data gaps.
data quality yournrncan trust
Smart automation + manual QA where it matters — for accurate, consistent, and business-ready results.
proactive partnership,rnnot just service
We don’t just listen — we actively help solve your challenges. Our team anticipates issues and provides strategic guidance throughout the project.
сost-effectivernat scale
Whether it’s 1 source or 3,000 — you pay for value, not overhead.
complete confidentiality protection
Your project stays secure with comprehensive NDAs. We never share, reuse, or transfer your data to third parties — your competitive advantage remains yours.
manual work out, automation in
We automate your data collection and delivery — so your team stays focused on what matters.
trusted by clients who value data security
For full details, visit our Privacy Policy
SSL Secured
GDPR Ready
CCPA Aware
Transparent Data Use
trusted technologies behind our data solutions
core languages
Python
Java
Java Script
web scraping & crawling
Playwright
jsoup
Scrapy
Selenium
Puppeteer
data processing & enrichment
Pandas
NumPy
Dask
PySpark
Open Refine
GPT API
Clearbit
system integration & apis
FastAPI
Spring Boot
Kafka
RabbitMQ
REST
GraphQL
document & ticket automation
Tesseract
pdfminer
Camelot
PDFBox
2Captcha
Amadeus API
Eventbrite API
custom data visualization
Plotly
Streamlit
Seaborn
Matplotlib
Bokeh
Altair
D3.js
Chart.js
Highcharts
cloud & delivery infrastructure
AWS
Docker
GitHub Actions
Redis
PostgreSQL
Firebase
Heroku
what our clients say about us
I’ve worked with Vladislav and DataOx twice now and have been impressed both times. They don’t just do everything they committed to do — on time and on budget — but they go above and beyond. On this second project, they showed initiative and added something they suspected I would want. They were right. I cannot recommend him and them any more enthusiastically. I’m a big fan.
March 13, 2026
We worked with the DataOx team on a complex internal project that involved building a custom software solution with Slack Bot integration, sophisticated server-side logic, and automated API workflows. The system needed to fetch, process, and store data in an intermediate database, and—only if specific conditions were met—push that data through additional APIs to our target software. It was no small task.
So far, everything is running flawlessly, and we couldn’t be more satisfied. Their communication was consistently sharp, fast, and proactive—so fast, in fact, we sometimes had to catch up with them! Whether it was refining a feature, squashing a bug, or adjusting requirements on the fly, the team was always on it.
What really stood out was the professionalism: we had a dedicated, experienced project manager who kept everything aligned and moving smoothly. DataOx truly listens, understands your needs, and delivers high-quality work with precision.
If we could give 10 stars, we would. Highly recommend this outstanding team—and we’re definitely looking forward to working with them again!
March 13, 2026
Prompt. Got Job Done exactly how we wanted. Communicated clearly with the team about expectations and deadlines.
March 13, 2026
High Quality, fast data scraping from the team at DataOx. Very communicative and always proactive in understanding requirements before starting the work. Used multiple times, and will be using in the future!
March 13, 2026
Both the quality and the speed of delivery were awesome, and the communication along the way with our project manager and sales leader was perfect. They were both good at eliminating ambiguity in our requirements which resulted in a delivery we are very happy with.
March 13, 2026
I worked with DataOx on a data scraping. everything was done on time and with high quality. Vladislav and his team showed a high level of professionalism and attention to detail. I recommend DataOx to anyone looking for reliable specialists in web scraping!
March 13, 2026
These guys are simply the greatest. They are timely and accurate in their work, they communicate quickly, and I feel they genuinely understand and care for our needs. Whatever we have asked for, they have delivered. They made us a web scraper and automated many processes for our webshop. We started working together with Andrew and Bogdan in November 2022, and they are a delight to work with. Bogdan as our project leader, has been great! We will continue to work with DataOx for our projects.
March 13, 2026
common questions about dataox social media & trends data scraping
what is web scraping social media and how does it work?
Web scraping social media extracts public data from platforms like X and Instagram. DataOx collects posts and comments automatically. Our systems run continuously to collect fresh content as it appears. The data comes formatted into CSV, JSON, or a custom format that fits your existing analytics stack.
can you scrape private social media accounts or protected content?
No. DataOx only extracts publicly available information from social platforms. We scrape data visible to any logged-out user. Private profiles and direct messages remain inaccessible. Therefore, our approach is designed with privacy regulations in mind.
how quickly can you detect trending topics across multiple platforms?
DataOx identifies emerging trends hours earlier than manual tracking would. Our Reddit TikTok data collection and other social media data extraction run in real-time.
You’ll spot rising hashtags the moment they cross into another platform. You’ll identify trending content a full day or two ahead of teams doing manual tracking.
which social media platforms does dataox support for brand monitoring?
We scrape X, Instagram, Facebook, TikTok, YouTube, Reddit, and more. We also extract reviews from Trustpilot and Google Reviews. DataOx ensures your brand mentions are tracked across every relevant channel.
what’s the difference between scraping instagram and using instagram’s official api?
Instagram’s API has strict rate limits and restricted data access. Scraping Instagram lets DataOx collect public posts and engagement metrics that APIs don’t expose. API access provides more stability though. We recommend hybrid approaches depending on your brand monitoring needs.
can you scrape competitor facebook ads and creative campaigns?
Yes. DataOx extracts data from Facebook Ad Library. We scrape creative assets and targeting parameters. Your team receives structured data, they see what competitors test against different audiences. Meanwhile, campaign duration tracking reveals your competitors’ budget allocation patterns.
how does social media sentiment analysis actually work with scraped data?
DataOx extracts the raw comment text from platforms, providing you with an opportunity to process this data using your own sentiment tools. We can integrate directly with analytics platforms that categorize emotional tone. The scraped content includes reactions and engagement patterns, for example, for deeper analysis.
how do you handle social media monitoring for crisis management?
DataOx runs continuous social media data collection across your specified platforms. Alert triggers activate when complaint volume spikes, and your PR team can see notifications within minutes of reputation threats emerging. We track how negative sentiment spreads from forums to mainstream channels.
get a cost estimate for social media & trends scraping
Please answer a few questions about your business needs, and our experts will get back to you with a custom cost estimate.
What type of social media data do you need?
Brand mentions & hashtag tracking
Comments & user engagement metrics
Sentiment analysis & trend detection
Influencer & audience insights
Competitor social monitoring
Profile & follower data
All of the above
Other (please specify)
NEXT
Which platforms do you need data from?
1-3 platforms (LinkedIn, X, Instagram, or other of your choice)
4-10 platforms (major social networks)
10+ platforms (comprehensive coverage)
Custom/niche platforms
PREVIOUS
NEXT
How often do you need data updates?
One-time extraction
Daily updates
Weekly updates
Monthly updates
Real-time monitoring
PREVIOUS
NEXT
How many employees are in your organization?
<50
50-250
250-500
500-1000
1000-5000
5000+
PREVIOUS
NEXT
Anything else you'd like to add? (optional)
Required fields
Preferred way of communication
Any
Zoom/Google Meet
PREVIOUS
FINISH
Just one more step!
Thanks for sharing your data needs with us! 👋
You will receive the estimate for your project within 72 hours. It’s non-binding and absolutely free.