Social Media Data Scraping
Extract public social posts, user comments, video engagement metrics, hashtags, and influencer profiles across Reddit, YouTube, TikTok, X/Twitter, and Instagram at scale.
What is Social Media Data Scraping?
Social media platforms have closed their free API tiers or imposed exorbitant pricing, preventing marketing analytics firms, AI researchers, and brand monitors from gathering public market sentiment.
We engineer proxy-rotated headless crawlers that extract public discussions, viral video metrics, comment threads, review scores, and creator follower statistics from Reddit, YouTube, TikTok, and Instagram without relying on restricted or overpriced official APIs.
Bypasses aggressive login walls and rate limits using rotating residential IPs.
Recursively extracts entire conversation trees, timestamps, and media URLs.
Formats view counts, shares, upvotes, and comments into structured JSON/SQL tables.
What's Included in Every Project
Full-scale data extraction deliverables designed for resilience, clean schema parsing, and scheduled delivery.
Multi-Platform Public Social Scraper (Python / TypeScript)
Automated crawler extracting public posts, videos, and metrics from Reddit, YouTube, TikTok, and X.
Nested Comment Tree & Conversation Extractor
Recursively crawls multi-level comment hierarchies with user handles, timestamps, and upvotes.
Influencer Profile & Engagement Metric Harvester
Collects creator bio links, follower counts, engagement ratios, and average video view stats.
Residential Proxy Pool Integration & TLS Spoofing
Rotates clean residential IP addresses with randomized TLS ciphers to evade rate limiting.
PostgreSQL & Cloudflare R2 Automated Data Sync
Direct database storage with daily JSON/Parquet snapshots for downstream AI sentiment analysis.
30-Day Anti-Bot Break-Fix Warranty
Immediate script updates if social platforms update their frontend web layouts.
Our 4-Step Scraping & Data Pipeline Process
Agile crawler engineering with rigorous anti-bot evasion testing.
Platform & Keyword Tracking Spec
We define target platforms (Reddit, YouTube, TikTok), target subreddits/channels, and required metrics.
Anti-Detect Scraper & Proxy Build
We configure Playwright Stealth with rotating residential proxies and dynamic scroll loaders.
Nested Parser & Database Ingestion
We write recursive comment parsers and connect PostgreSQL storage with deduplication rules.
Cron Scheduling & Handover
We schedule automated cron crawls on your private VPS, configure Slack alerts, and hand over the code.
Technologies & Proxy Infrastructure
High-throughput crawling runtimes, residential proxy meshes, and databases.
Milestone-Based Investment Tiers
Fixed pricing with no hidden licensing fees. 100% code & dataset ownership upon completion.
Automated public data crawler for 1 social media platform (e.g. Reddit or YouTube).
- 1 Target Social Platform
- Post & Video Metric Extraction
- Top-Level Comment Thread Scraping
- Daily Scheduled Execution
- PostgreSQL / JSON Output
- 30-Day Break-Fix Warranty
- 100% Code Ownership
Comprehensive public data extraction across Reddit, YouTube, TikTok, and X with nested comments.
- Up to 3 Social Media Platforms
- Full Nested Comment Tree Extraction
- Influencer Engagement & Follower Metrics
- Automated Sentiment Tagging Pipeline
- Cloudflare R2 Daily Data Snapshots
- Priority 30-Day Support
- Full GitHub Repo Access
High-frequency public social listening cluster tracking millions of daily social posts with custom APIs.
- Millions of Daily Public Social Posts
- Real-Time WebSocket Data Stream
- Dedicated Senior Scraping Architect
- Custom LLM Sentiment Classification
- 24/7 SLA Support Options
Custom Enterprise & Bespoke Project Scope
Have specialized requirements, existing legacy architecture, dedicated SLA agreements, or custom team workflows? We analyze your technical scope and deliver tailored milestone estimates within 24 hours.
Related Scraping Case Studies
Proven large-scale crawling architectures delivered for our clients.
Consumer Brand Sentiment & Reddit Mention Tracker
Built a daily Reddit crawler tracking customer complaints and feature requests for a direct-to-consumer brand.
Influencer Marketing Agency TikTok Creator Metric Engine
Engineered a headless TikTok scraper calculating authentic follower engagement ratios for brand campaigns.
Frequently Asked Questions
Common questions about social media data scraping and our data extraction methodology.
Related Web Scraping Services
Explore other specialized data extraction solutions in our practice.
Social Media & Multi-Account Automation
Multi-profile posting and distribution bots.
Custom Web Scraper Development
Tailored scrapers built for dynamic websites.
Data Cleaning & Structuring Services
Transform messy scraped data into clean SQL tables.
Ready to extract your social media data scraping?
Specify your target domains and required data schema fields. Receive a feasibility assessment, test sample, and fixed milestone quote within 24 hours.