SociaVault Blog

Expert insights on social media APIs, web scraping, data extraction, and developer tutorials.

Instagram Reels API: Extract Reels Data & Analytics
Tutorial

Instagram Reels API: Extract Reels Data & Analytics

Instagram Reels API for extracting video data, views, likes, comments, and analytics. Get Reels data programmatically without scraping hassles.

Feb 4, 2026
5 min read
Instagram Post Info API: Get Detailed Data from Any Post or Reel
General

Instagram Post Info API: Get Detailed Data from Any Post or Reel

Extract comprehensive data from any Instagram post or Reel. Get likes, comments, media URLs, captions, and engagement metrics.

Feb 3, 2026
4 min read
Instagram Posts Scraper API: Extract All Posts from Any Profile
General

Instagram Posts Scraper API: Extract All Posts from Any Profile

Scrape Instagram posts with captions, likes, comments, and media URLs. Build content analysis tools and competitor monitoring systems.

Feb 2, 2026
4 min read
Instagram Profile Scraper API: Extract User Data & Metrics
General

Instagram Profile Scraper API: Extract User Data & Metrics

Scrape Instagram profile data including followers, bio, posts count, and engagement stats. Build influencer marketing and analytics tools.

Feb 1, 2026
4 min read
Instagram Scraper API: Extract Profiles, Posts & Reels Data
Tutorial

Instagram Scraper API: Extract Profiles, Posts & Reels Data

Instagram scraper API for extracting profiles, posts, reels, comments, and followers. Get Instagram data without building your own scraper.

Jan 31, 2026
5 min read
TikTok Shop API: Scrape Products, Prices & Seller Data
General

TikTok Shop API: Scrape Products, Prices & Seller Data

Extract TikTok Shop product data including prices, reviews, and seller information. Build e-commerce research and competitor analysis tools.

Jan 30, 2026
4 min read
TikTok Music API: Search Sounds, Get Usage Stats & Find Videos
General

TikTok Music API: Search Sounds, Get Usage Stats & Find Videos

Access TikTok audio data programmatically. Find popular sounds, get music usage statistics, and discover videos using specific tracks.

Jan 29, 2026
4 min read
TikTok Trending Videos API: Discover Viral Content in Real-Time
General

TikTok Trending Videos API: Discover Viral Content in Real-Time

Access TikTok's trending videos programmatically. Build trend detection tools and stay ahead of viral content with real-time data.

Jan 28, 2026
4 min read
TikTok Search API: Find Users, Hashtags, Videos & Keywords
General

TikTok Search API: Find Users, Hashtags, Videos & Keywords

Search TikTok programmatically for users, hashtags, keywords, and trending content. Build discovery tools and research applications.

Jan 27, 2026
4 min read
TikTok Demographics API: Get Audience Age, Gender & Location Data
General

TikTok Demographics API: Get Audience Age, Gender & Location Data

Extract TikTok audience demographics including age ranges, gender distribution, and top countries. Essential for influencer marketing and audience analysis.

Jan 26, 2026
4 min read
TikTok Followers Scraper API: Export Follower Lists at Scale
General

TikTok Followers Scraper API: Export Follower Lists at Scale

Extract TikTok follower lists from any profile. Get usernames, follower counts, and profile data for audience analysis and lead generation.

Jan 25, 2026
4 min read
TikTok Comments Scraper API: Extract Comments & Sentiment Data
General

TikTok Comments Scraper API: Extract Comments & Sentiment Data

Scrape TikTok video comments at scale. Get comment text, usernames, likes, and replies for sentiment analysis and audience research.

Jan 24, 2026
4 min read
TikTok Video Info API: Get Complete Video Metadata & Statistics
General

TikTok Video Info API: Get Complete Video Metadata & Statistics

Extract detailed TikTok video data including views, likes, comments, download URLs, and engagement metrics from any video URL.

Jan 23, 2026
4 min read
TikTok Videos Scraper API: Extract All Videos from Any Profile
General

TikTok Videos Scraper API: Extract All Videos from Any Profile

Scrape TikTok videos at scale with a simple API. Get video URLs, view counts, captions, hashtags, and engagement metrics from any creator.

Jan 22, 2026
4 min read
TikTok Profile Scraper API: Extract User Data & Statistics
General

TikTok Profile Scraper API: Extract User Data & Statistics

Learn how to scrape TikTok profile data including followers, bio, and engagement metrics using a reliable API. No official API access required.

Jan 21, 2026
4 min read
RapidAPI vs SociaVault: Which Social Media API Should You Use in 2026?
Comparison

RapidAPI vs SociaVault: Which Social Media API Should You Use in 2026?

An honest comparison of RapidAPI and SociaVault for social media data. Pricing, reliability, features, and code examples to help you choose.

Jan 20, 2026
9 min read
TikTok Transcript API: Extract Captions from Any Video
Tutorial

TikTok Transcript API: Extract Captions from Any Video

Get TikTok video transcripts and captions with an API. Extract spoken words, subtitles, and text from TikTok videos for content repurposing and analysis.

Jan 20, 2026
5 min read
Build an AI Content Idea Generator with GPT + Social Media Data
Tutorial

Build an AI Content Idea Generator with GPT + Social Media Data

Combine GPT-4 with real social media data to generate content ideas that actually perform. Complete tutorial with working code.

Jan 19, 2026
14 min read
Track Hashtag Performance Across TikTok, Instagram & Twitter in Real-Time
Tutorial

Track Hashtag Performance Across TikTok, Instagram & Twitter in Real-Time

Build a unified hashtag tracker that monitors performance across TikTok, Instagram, and Twitter. Complete JavaScript tutorial with working code.

Jan 18, 2026
14 min read
LinkedIn Scraping in 2026: What's Legal and What Actually Works
Guide

LinkedIn Scraping in 2026: What's Legal and What Actually Works

LinkedIn data is valuable but tricky to access. Here's the legal reality of LinkedIn scraping and the methods that actually work in 2026.

Jan 17, 2026
8 min read
TikTok Search Users API: Find Creators by Keyword
General

TikTok Search Users API: Find Creators by Keyword

Search TikTok users programmatically by username, name, or niche keyword. Build influencer discovery tools and creator databases with SociaVault's API.

Jan 17, 2026
6 min read
How to Build a Social Media Dashboard with Next.js (Complete Tutorial)
Tutorial

How to Build a Social Media Dashboard with Next.js (Complete Tutorial)

Build a full-featured social media analytics dashboard with Next.js and real data from TikTok, Instagram, and YouTube. Complete code included.

Jan 16, 2026
12 min read
Best Apify Alternatives for Social Media Scraping (2026)
Comparison

Best Apify Alternatives for Social Media Scraping (2026)

Apify is powerful but complex. Here are the best alternatives for developers who need social media data without the learning curve.

Jan 15, 2026
9 min read
Instagram API Deprecated? Here's What to Do in 2026
Guide

Instagram API Deprecated? Here's What to Do in 2026

Meta keeps deprecating Instagram APIs. Here's the current state of Instagram data access and the alternatives developers are using in 2026.

Jan 14, 2026
9 min read
How to Get TikTok Data Without the Research API (2026 Guide)
Guide

How to Get TikTok Data Without the Research API (2026 Guide)

TikTok's Research API requires academic approval. Here's how developers actually get TikTok data for profiles, videos, comments, and trends without the bureaucracy.

Jan 13, 2026
10 min read
How to Build an Influencer Database from Scratch with JavaScript
Tutorial

How to Build an Influencer Database from Scratch with JavaScript

Learn how to build a comprehensive influencer database using JavaScript. Collect profiles from TikTok, Instagram, and YouTube with working code examples.

Jan 12, 2026
15 min read
The Ultimate Guide to the Best Social Media Scraping APIs in 2026
Comparison

The Ultimate Guide to the Best Social Media Scraping APIs in 2026

Compare the top social media scraping APIs of 2026. We break down pricing, features, platform coverage, and ease of use to help you pick the right one for your project.

Jan 11, 2026
14 min read
Social Listening API for Brands: Monitor Conversations at Scale
Industry Guide

Social Listening API for Brands: Monitor Conversations at Scale

How brands use social listening APIs to track mentions, analyze sentiment, and respond to trends. Implementation guide with code examples.

Jan 10, 2026
7 min read
Social Media Scraping: The Complete Guide for 2026
Guide

Social Media Scraping: The Complete Guide for 2026

Master social media scraping with this comprehensive guide. Learn to extract data from Instagram, TikTok, Twitter, LinkedIn, and more. Code examples included.

Jan 10, 2026
13 min read
YouTube Videos Scraper API: Extract All Videos from Any Channel
General

YouTube Videos Scraper API: Extract All Videos from Any Channel

Scrape YouTube videos with titles, views, descriptions, and engagement metrics. Build content analysis and competitor monitoring tools.

Jan 10, 2026
4 min read
Social Media API for Marketing Agencies: The Complete Guide
Industry Guide

Social Media API for Marketing Agencies: The Complete Guide

How marketing agencies use social media APIs to scale client work, automate reporting, and deliver data-driven results. Real use cases and implementation.

Jan 9, 2026
6 min read
How to Sync Instagram Data to Airtable (Complete Guide)
Tutorial

How to Sync Instagram Data to Airtable (Complete Guide)

Automatically sync Instagram profile and post data to Airtable using SociaVault API. Build influencer databases, track competitors, and more.

Jan 8, 2026
6 min read
How to Export TikTok Data to Google Sheets (Automatically)
Tutorial

How to Export TikTok Data to Google Sheets (Automatically)

Learn how to automatically export TikTok profile, video, and engagement data to Google Sheets using SociaVault API. No coding required.

Jan 7, 2026
5 min read
Building Social Media Data Pipelines: Architecture Guide
Technical Guide

Building Social Media Data Pipelines: Architecture Guide

How to architect scalable data pipelines for social media data. ETL patterns, storage options, and real-time processing with practical examples.

Jan 6, 2026
9 min read
Automate Social Media Data Collection: Complete Guide
Guide

Automate Social Media Data Collection: Complete Guide

Set up automated social media data collection pipelines. Scheduling, workflows, and integration patterns with code examples.

Jan 5, 2026
8 min read
B2B Lead Generation with Social Media Data: The Complete Playbook
Guide

B2B Lead Generation with Social Media Data: The Complete Playbook

Use social media data to build targeted B2B lead lists. Extract decision-maker profiles, company data, and buying signals from LinkedIn, Twitter, and more.

Jan 5, 2026
5 min read
Build a Social Media Analytics Dashboard in 2025
Tutorial

Build a Social Media Analytics Dashboard in 2025

Step-by-step guide to building a social media analytics dashboard with real-time data. React, Next.js, and charting libraries.

Jan 5, 2026
9 min read
Facebook Pages Data Extraction: Complete Guide for 2025
Guide

Facebook Pages Data Extraction: Complete Guide for 2025

Extract Facebook Page data for competitor analysis, brand monitoring, and market research. Methods, code examples, and best practices.

Jan 5, 2026
6 min read
Getting Started with SociaVault API: Complete Developer Guide
Tutorial

Getting Started with SociaVault API: Complete Developer Guide

Everything you need to start using SociaVault's social media API. Authentication, endpoints, code examples, and best practices.

Jan 5, 2026
6 min read
Influencer Marketing ROI: How to Actually Measure What Matters
Guide

Influencer Marketing ROI: How to Actually Measure What Matters

Calculate real influencer marketing ROI with data. Track metrics, attribution models, and engagement that drives revenue. Complete guide with examples.

Jan 5, 2026
10 min read
Export Instagram Data to Google Sheets Automatically
Tutorial

Export Instagram Data to Google Sheets Automatically

Sync Instagram profiles, posts, and engagement data to Google Sheets. Complete tutorial with Apps Script and API integration.

Jan 5, 2026
6 min read
LinkedIn Scraping Guide 2025: Methods, Legality, and Best Practices
Guide

LinkedIn Scraping Guide 2025: Methods, Legality, and Best Practices

Everything you need to know about scraping LinkedIn data in 2025. Legal considerations, technical approaches, and the best tools to use.

Jan 5, 2026
5 min read
Social Media Data Extraction: The Complete Guide 2025
Guide

Social Media Data Extraction: The Complete Guide 2025

Everything you need to know about extracting data from social media platforms. Methods, tools, APIs, and best practices.

Jan 5, 2026
9 min read
Threads Data Extraction Guide 2025: API Alternatives and Methods
Guide

Threads Data Extraction Guide 2025: API Alternatives and Methods

How to extract data from Threads (Meta's Twitter alternative). API options, code examples, and practical use cases for developers.

Jan 5, 2026
6 min read
TikTok Shop API: How to Scrape Products & Sales Data (Build a Kalodata Clone)
E-commerce

TikTok Shop API: How to Scrape Products & Sales Data (Build a Kalodata Clone)

TikTok Shop is the biggest e-commerce opportunity of 2025. Learn how to scrape product sales, revenue estimates, and trending shops using the SociaVault API.

Jan 5, 2026
4 min read
How to Detect Fake Followers & Vet Influencers in 2025
Guide

How to Detect Fake Followers & Vet Influencers in 2025

Identify fake followers, bot accounts, and fraud in influencer marketing. Data-driven methods and code examples for vetting creators.

Jan 5, 2026
9 min read
Web Scraping vs API: Which Should You Use in 2025?
Guide

Web Scraping vs API: Which Should You Use in 2025?

Compare web scraping vs APIs for data extraction. Pros, cons, costs, and when to use each approach for social media data.

Jan 5, 2026
7 min read
The Best Unofficial Reddit API for Trends & Comments (No API Key Limits)
Engineering

The Best Unofficial Reddit API for Trends & Comments (No API Key Limits)

Reddit's official API pricing killed many apps. Learn how to use SociaVault's unofficial Reddit API to scrape subreddits, comments, and trends affordably.

Jan 4, 2026
4 min read
Scrape Threads Data: The Unofficial API Guide (Posts, Users, Replies)
Engineering

Scrape Threads Data: The Unofficial API Guide (Posts, Users, Replies)

Threads by Instagram is growing fast, but the official API is limited. Learn how to scrape Threads posts, user profiles, and replies using SociaVault's unofficial API.

Jan 3, 2026
4 min read
Best Pay-As-You-Go Scraping APIs (No Monthly Commitment Required)
Comparison

Best Pay-As-You-Go Scraping APIs (No Monthly Commitment Required)

Hate monthly subscriptions? We reviewed the best web scraping APIs that offer true pay-as-you-go pricing. Pay only for successful requests.

Jan 2, 2026
2 min read
How to Spy on Competitor Facebook Ads (Meta Ad Library API)
Marketing Intelligence

How to Spy on Competitor Facebook Ads (Meta Ad Library API)

Stop manually searching the Meta Ad Library. Learn how to use the SociaVault API to automate competitor ad research, extract creatives, and analyze ad copy at scale.

Jan 1, 2026
5 min read
Unlock Facebook Group Insights: Scrape Posts & Comments from Public Groups
Community Intelligence

Unlock Facebook Group Insights: Scrape Posts & Comments from Public Groups

Facebook Groups are where niche communities live. Learn how to scrape posts and comments from public groups to discover trends, pain points, and leads.

Dec 31, 2025
3 min read
How to Find Emails of TikTok Creators (Without Breaking the Rules)
Influencer Marketing

How to Find Emails of TikTok Creators (Without Breaking the Rules)

Influencer outreach starts with finding the right contact info. Learn how to extract public email addresses from TikTok bios at scale using SociaVault.

Dec 30, 2025
3 min read
New Endpoint: Scrape Instagram Comments from Any Public Post!
Product Update

New Endpoint: Scrape Instagram Comments from Any Public Post!

You asked, we delivered. SociaVault now supports scraping Instagram comments. Learn how to export comments for giveaways, sentiment analysis, and more.

Dec 29, 2025
2 min read
How to Handle CAPTCHAs in Social Media Scraping
Technical Guide

How to Handle CAPTCHAs in Social Media Scraping

Comprehensive guide to dealing with CAPTCHAs when scraping social media. Learn detection avoidance, solving services, and why APIs eliminate this problem.

Dec 28, 2025
7 min read
Building a Production-Ready Scraping Infrastructure: Architecture Behind SociaVault
Engineering

Building a Production-Ready Scraping Infrastructure: Architecture Behind SociaVault

Web scraping at scale is hard. Here is a deep dive into the architecture that powers SociaVault, handling millions of requests with high reliability.

Dec 28, 2025
3 min read
How to Use SociaVault with n8n: Complete Integration Guide
Integration

How to Use SociaVault with n8n: Complete Integration Guide

Learn how to integrate SociaVault API with n8n for automated social media data workflows. Step-by-step tutorial with examples.

Dec 28, 2025
5 min read
How to Bypass Social Media Rate Limits (Technical Guide)
Technical Guide

How to Bypass Social Media Rate Limits (Technical Guide)

Deep dive into rate limiting on Instagram, TikTok, Twitter, and LinkedIn. Learn techniques to work within limits and why APIs handle this for you.

Dec 27, 2025
6 min read
How to Connect SociaVault with Zapier: No-Code Integration
Integration

How to Connect SociaVault with Zapier: No-Code Integration

Connect SociaVault to 5000+ apps with Zapier. Automate social media data collection to Google Sheets, Slack, CRMs, and more.

Dec 27, 2025
4 min read
Google Ads Transparency Center Scraper: Spy on Competitor Search Ads
Marketing Intelligence

Google Ads Transparency Center Scraper: Spy on Competitor Search Ads

Google's Ad Transparency Center shows every ad a company is running. Learn how to scrape this data to uncover your competitors' keywords, headlines, and landing pages.

Dec 26, 2025
2 min read
How to Scrape Instagram Without Getting Blocked (2025 Guide)
Technical Guide

How to Scrape Instagram Without Getting Blocked (2025 Guide)

Proven techniques to scrape Instagram data without bans. Learn about rate limiting, proxies, headers, and why APIs are the safest approach.

Dec 26, 2025
6 min read
How to Scrape Facebook Comments from Posts & Reels for Sentiment Analysis
Data Science

How to Scrape Facebook Comments from Posts & Reels for Sentiment Analysis

Facebook comments contain valuable customer feedback. Learn how to scrape comments from public Posts and Reels using SociaVault to perform sentiment analysis.

Dec 25, 2025
3 min read
SociaVault vs ScraperAPI: Best Choice for Social Media Data
Comparison

SociaVault vs ScraperAPI: Best Choice for Social Media Data

ScraperAPI vs SociaVault comparison for social media scraping. See why a specialized API beats generic web scraping for TikTok, Instagram, and more.

Dec 25, 2025
4 min read
SociaVault vs PhantomBuster: API vs Browser Automation Compared
Comparison

SociaVault vs PhantomBuster: API vs Browser Automation Compared

PhantomBuster vs SociaVault for social media data. Compare browser automation with REST API approach for speed, reliability, and pricing.

Dec 24, 2025
4 min read
How to Scrape All Videos from Any YouTube Channel (Metadata & Stats)
Engineering

How to Scrape All Videos from Any YouTube Channel (Metadata & Stats)

Need to audit a YouTube channel? Learn how to scrape all video metadata (views, likes, dates) from any channel using SociaVault, bypassing API quota limits.

Dec 24, 2025
3 min read
Apify vs SociaVault: Which Scraping API is Right for You? (2025 Comparison)
Comparison

Apify vs SociaVault: Which Scraping API is Right for You? (2025 Comparison)

Apify is a powerful platform, but is it right for your needs? We compare Apify vs SociaVault on pricing, ease of use, and features to help you decide.

Dec 23, 2025
4 min read
SociaVault vs Bright Data: Which is Better for Social Media Scraping?
Comparison

SociaVault vs Bright Data: Which is Better for Social Media Scraping?

Compare SociaVault and Bright Data for social media data extraction. See pricing, features, and ease of use to find the right tool for your needs.

Dec 23, 2025
4 min read
The Ultimate Guide to Scraping LinkedIn Profiles in 2025 (Safe & Scalable)
B2B Intelligence

The Ultimate Guide to Scraping LinkedIn Profiles in 2025 (Safe & Scalable)

LinkedIn data is the gold standard for B2B intelligence. Learn how to scrape public LinkedIn profiles safely and at scale using SociaVault's API.

Dec 22, 2025
4 min read
How I Built a Twitter Thread Scraper in 5 Simple Steps
Tutorial

How I Built a Twitter Thread Scraper in 5 Simple Steps

Twitter threads are a goldmine of knowledge. Learn how to build a tool that scrapes, parses, and converts Twitter threads into readable blog posts using SociaVault.

Dec 21, 2025
3 min read
Automated Social Media Report: Generating PDF Summaries for Clients
General

Automated Social Media Report: Generating PDF Summaries for Clients

The 30-Day Challenge Finale! We combine everything we've learned into a single 'Master Script' that generates a cross-platform performance report.

Dec 20, 2025
3 min read
LinkedIn Company Growth: Tracking Employee Headcount & Department Scaling
General

LinkedIn Company Growth: Tracking Employee Headcount & Department Scaling

Headcount is a leading indicator of success. We built a script to track your competitors' employee growth to see exactly where they are investing.

Dec 19, 2025
2 min read
Predicting TikTok Sound Trends Before They Peak
General

Predicting TikTok Sound Trends Before They Peak

Stop jumping on trends that are already dead. We built a tool to analyze TikTok's music charts and predict which sounds are about to explode.

Dec 18, 2025
3 min read
Automated Twitter Thread Generator: From Blog Post to Viral Thread
General

Automated Twitter Thread Generator: From Blog Post to Viral Thread

Don't just dump links. We built a script that analyzes your best-performing tweets to automatically repurpose your blog posts into viral threads.

Dec 17, 2025
3 min read
YouTube Shorts vs Long-form: Analyzing View Velocity
General

YouTube Shorts vs Long-form: Analyzing View Velocity

Should you pivot to Shorts? We built a script to compare the 'View Velocity' of your long-form videos against your Shorts to determine the best ROI.

Dec 16, 2025
3 min read
Instagram Music Licensing: Track Available Songs & Trending Audio
General

Instagram Music Licensing: Track Available Songs & Trending Audio

Stop guessing which audio is trending. Use the Instagram API to extract Audio IDs and analyze the virality potential of specific tracks.

Dec 15, 2025
4 min read
Estimate Competitor Ad Spend: Analyzing Ad Library Volume & Frequency
General

Estimate Competitor Ad Spend: Analyzing Ad Library Volume & Frequency

Reverse-engineer your competitors' marketing budgets by analyzing ad volume and frequency across Facebook and Google Ad Libraries.

Dec 14, 2025
4 min read
YouTube SEO Tools: Scrape Autocomplete & Tags for Higher Rankings
YouTube

YouTube SEO Tools: Scrape Autocomplete & Tags for Higher Rankings

Stop guessing which tags to use. Build a Node.js tool to reverse-engineer the SEO strategy of top-ranking YouTube videos and steal their keywords.

Dec 13, 2025
3 min read
TikTok Creator Fund vs Shop: Which Makes More Money?
TikTok

TikTok Creator Fund vs Shop: Which Makes More Money?

The Creator Fund pays pennies. TikTok Shop pays dollars. Use Node.js to analyze any creator's revenue mix and see why the smart money is moving to e-commerce.

Dec 12, 2025
3 min read
Build a Unified Social Media Data Pipeline: All Platforms, One API
Developer Guide

Build a Unified Social Media Data Pipeline: All Platforms, One API

Stop juggling 10 different SDKs and OAuth tokens. Learn how to build a unified data pipeline that normalizes Instagram, TikTok, YouTube, and Twitter data into a single stream.

Dec 11, 2025
3 min read
Facebook Page Analytics: Benchmark Engagement Against Competitors
Facebook

Facebook Page Analytics: Benchmark Engagement Against Competitors

Facebook Insights only tells you about YOUR page. Use Node.js to scrape competitor pages, benchmark your engagement rates, and steal their winning content strategies.

Dec 10, 2025
3 min read
LinkedIn Talent Insights: Track Competitor Headcount & Growth
LinkedIn

LinkedIn Talent Insights: Track Competitor Headcount & Growth

You don't need a $10,000 LinkedIn Recruiter license to spot hiring trends. Use Node.js to track competitor headcount growth and identify poaching opportunities.

Dec 9, 2025
3 min read
Best Time to Post on TikTok: Find YOUR Audience's Peak Hours
TikTok

Best Time to Post on TikTok: Find YOUR Audience's Peak Hours

Forget generic 'best time to post' charts. Use Node.js to analyze your own TikTok data and discover exactly when YOUR specific audience is most active.

Dec 8, 2025
3 min read
Crypto Sentiment Analysis: Build a Twitter Bot to Track Bullish Signals
Twitter/X

Crypto Sentiment Analysis: Build a Twitter Bot to Track Bullish Signals

Don't rely on gut feelings. Build a Node.js bot that monitors top crypto influencers and communities on X (Twitter) to detect bullish sentiment in real-time.

Dec 7, 2025
3 min read
Find Winning Products on Reddit: Scrape r/ShutUpAndTakeMyMoney & More
Reddit

Find Winning Products on Reddit: Scrape r/ShutUpAndTakeMyMoney & More

Stop guessing what to sell. Use Node.js to scrape viral product subreddits and find the next big dropshipping winner before it trends on TikTok.

Dec 6, 2025
4 min read
Short-Form Video Analytics: TikTok vs Reels vs Shorts (Unified Dashboard)
Multi-Platform

Short-Form Video Analytics: TikTok vs Reels vs Shorts (Unified Dashboard)

Stop checking three different apps. Build a unified dashboard to compare your short-form video performance across TikTok, Instagram Reels, and YouTube Shorts using Node.js.

Dec 5, 2025
4 min read
YouTube Channel Analytics: Track Competitor Growth & Video Velocity
YouTube

YouTube Channel Analytics: Track Competitor Growth & Video Velocity

Build a Node.js tool to track YouTube competitor growth, analyze video velocity, and reverse-engineer viral content strategies using the YouTube Data API.

Dec 4, 2025
4 min read
Instagram Carousel Analytics: Why Slideshows Beat Reels for Retention
Instagram

Instagram Carousel Analytics: Why Slideshows Beat Reels for Retention

Reels get the views, but Carousels get the saves. Learn how to scrape and analyze multi-image posts to boost your engagement rate.

Dec 3, 2025
3 min read
Threads vs Twitter API: Which Text App Drives More Engagement in 2025?
Threads

Threads vs Twitter API: Which Text App Drives More Engagement in 2025?

Is Threads dead? Or is it the new Twitter? We built a script to compare engagement metrics for top creators across both platforms.

Dec 2, 2025
3 min read
Google Ads Transparency Center: How to Scrape Competitor Search Ads
Google Ads

Google Ads Transparency Center: How to Scrape Competitor Search Ads

Google Search Ads are the highest-intent traffic on the web. Learn how to scrape your competitor's ad copy and keywords.

Dec 1, 2025
3 min read
TikTok Challenge Analytics: Track Participation & Viral Potential
TikTok

TikTok Challenge Analytics: Track Participation & Viral Potential

TikTok challenges are the fastest way to go viral. Learn how to track hashtag growth and spot trends before they peak.

Nov 30, 2025
3 min read
LinkedIn Company Scraper: Enrich B2B Leads with Employee & Growth Data
LinkedIn

LinkedIn Company Scraper: Enrich B2B Leads with Employee & Growth Data

Stop manually researching prospects. Learn how to automatically enrich your CRM with company size, industry, and location data from LinkedIn.

Nov 29, 2025
3 min read
YouTube Comment Scraper: Analyze Viewer Sentiment & Feedback
YouTube

YouTube Comment Scraper: Analyze Viewer Sentiment & Feedback

Don't just read the top comments. Learn how to scrape thousands of viewer comments to find video ideas, questions, and true sentiment.

Nov 28, 2025
3 min read
Instagram Bio Link Tracking: Monitor Clicks, Traffic & Conversion
Instagram

Instagram Bio Link Tracking: Monitor Clicks, Traffic & Conversion

The 'Link in Bio' is the most valuable real estate on Instagram. Learn how to track competitor links and detect campaign launches automatically.

Nov 27, 2025
3 min read
Reddit Sentiment Analysis: What Communities Really Think of Your Brand
Reddit

Reddit Sentiment Analysis: What Communities Really Think of Your Brand

Reddit is the only place where people are brutally honest about your product. Learn how to scrape and analyze sentiment from thousands of comments.

Nov 26, 2025
4 min read
Facebook Ad Library Scraper: Download Competitor Creatives at Scale
Facebook Ads

Facebook Ad Library Scraper: Download Competitor Creatives at Scale

Stop taking screenshots. Learn how to programmatically download thousands of active Facebook & Instagram ads from your competitors.

Nov 25, 2025
4 min read
How to Scrape Instagram Followers & Following Lists (Complete Guide)
Growth Hacking

How to Scrape Instagram Followers & Following Lists (Complete Guide)

Exporting Instagram followers is essential for influencer analysis and lead generation. Learn how to scrape follower lists safely and efficiently using SociaVault.

Nov 25, 2025
5 min read
Google Search Scraper: Extract SERP Data for SEO Monitoring
Engineering

Google Search Scraper: Extract SERP Data for SEO Monitoring

Building your own SEO tools? Learn how to scrape Google Search Results (SERPs) reliably to track rankings, monitor competitors, and automate keyword research.

Nov 24, 2025
5 min read
Build a Real-Time Twitter News Monitor (Without the $100/mo API Cost)
Twitter

Build a Real-Time Twitter News Monitor (Without the $100/mo API Cost)

Learn how to build a custom news aggregator by scraping high-signal Twitter accounts and communities using SociaVault's API.

Nov 24, 2025
4 min read
LinkedIn Ad Library Scraper: Spy on B2B Competitor Ads & Strategy
LinkedIn

LinkedIn Ad Library Scraper: Spy on B2B Competitor Ads & Strategy

Stop wasting budget on failed B2B ads. Learn how to use the LinkedIn Ad Library to spy on competitor creatives, copy, and targeting strategies.

Nov 23, 2025
5 min read
How to Scrape YouTube Transcripts for AI Analysis (RAG Pipelines)
AI & Engineering

How to Scrape YouTube Transcripts for AI Analysis (RAG Pipelines)

Video is the new text. Learn how to extract YouTube transcripts at scale to feed your LLMs, build RAG pipelines, and create 'Chat with Video' applications.

Nov 23, 2025
4 min read
Instagram Official API vs Private API: Which One Should You Use in 2025?
Engineering

Instagram Official API vs Private API: Which One Should You Use in 2025?

Confused between the Instagram Graph API and private scraping APIs? We break down the differences, limitations, and use cases to help you choose the right tool.

Nov 22, 2025
6 min read
YouTube Shorts vs TikTok: Where Should You Post? (Data-Backed Comparison)
Strategy

YouTube Shorts vs TikTok: Where Should You Post? (Data-Backed Comparison)

Stop guessing where to post. We analyzed the data from YouTube Shorts and TikTok to determine which platform offers better reach, engagement, and monetization in 2025.

Nov 22, 2025
5 min read
Instagram Story Analytics 2025: Track Views, Exits & Engagement by Frame
Instagram

Instagram Story Analytics 2025: Track Views, Exits & Engagement by Frame

Master Instagram Story analytics in 2025. Learn which metrics matter (views vs. exits), how to track competitor strategies via Highlights, and how to extract data for deeper analysis.

Nov 21, 2025
6 min read
How to Download and Store TikTok Videos Using CDNs (AWS S3 + CloudFront)
Engineering

How to Download and Store TikTok Videos Using CDNs (AWS S3 + CloudFront)

TikTok video links expire quickly. Learn how to build a robust pipeline to download, store, and serve TikTok videos using SociaVault, AWS S3, and CloudFront.

Nov 21, 2025
6 min read
From Zero to 100K Followers: Complete Data-Driven Growth Case Study
Case Study

From Zero to 100K Followers: Complete Data-Driven Growth Case Study

Real numbers, real timeline, real strategies. How we grew an account from 0 to 100K followers in 6 months using data analysis instead of luck.

Nov 20, 2025
14 min read
AI-Generated Content Detection: Spot Fake Engagement & Bot Comments
Analytics

AI-Generated Content Detection: Spot Fake Engagement & Bot Comments

Stop wasting time on fake followers and bot comments. Use data analysis to detect AI-generated content, fake engagement, and inauthentic accounts at scale.

Nov 19, 2025
14 min read
Social Media ROI: Track Revenue from Content (Attribution Guide)
Analytics

Social Media ROI: Track Revenue from Content (Attribution Guide)

Stop treating social media as vanity metrics. Track which posts drive actual revenue, calculate real ROI, and prove the dollar value of your content strategy.

Nov 18, 2025
12 min read
Social Media Sentiment Analysis: Measure Brand Perception at Scale
Analytics

Social Media Sentiment Analysis: Measure Brand Perception at Scale

Stop guessing how people feel about your brand. Analyze thousands of mentions, comments, and reviews to understand true sentiment and catch reputation issues early.

Nov 17, 2025
13 min read
Reverse-Engineer Viral Content: What Makes Posts Go Viral (Data Analysis)
Strategy

Reverse-Engineer Viral Content: What Makes Posts Go Viral (Data Analysis)

Stop guessing why content goes viral. Analyze thousands of viral posts to discover the patterns, hooks, and formulas that actually drive massive reach.

Nov 16, 2025
13 min read
Social Media Audience Analysis: Understand Who Actually Follows You
Analytics

Social Media Audience Analysis: Understand Who Actually Follows You

Stop guessing who your audience is. Extract follower data to understand demographics, interests, and behaviors—then create content they actually want.

Nov 15, 2025
12 min read
Hashtag Research Strategy: Find High-Impact, Low-Competition Tags (2025)
Growth

Hashtag Research Strategy: Find High-Impact, Low-Competition Tags (2025)

Stop using the same saturated hashtags as everyone else. Learn how to find hashtags that actually get your content discovered using data instead of guesswork.

Nov 14, 2025
14 min read
Data-Driven Content Calendar: When to Post for Maximum Engagement
Growth

Data-Driven Content Calendar: When to Post for Maximum Engagement

Stop guessing when to post. Extract your own audience data to find the perfect posting times that actually work for YOUR followers—not some generic best practices article.

Nov 13, 2025
13 min read
Find Micro-Influencers: Discover Hidden Gems Before They're Expensive
Growth

Find Micro-Influencers: Discover Hidden Gems Before They're Expensive

Stop overpaying for saturated influencers. Learn how to discover micro-influencers early using data - before they blow up and 10x their rates.

Nov 12, 2025
13 min read
Webhooks vs Polling: Choose the Right Real-Time Strategy for Social Data
Development

Webhooks vs Polling: Choose the Right Real-Time Strategy for Social Data

Should you poll for updates or use webhooks? Learn when to use each approach, how to implement both efficiently, and why most developers get this decision wrong.

Nov 11, 2025
13 min read
Advanced Caching Strategies for Social Media Apps: 10x Performance Boost
Development

Advanced Caching Strategies for Social Media Apps: 10x Performance Boost

Production-grade caching architectures that make your app blazing fast. Multi-layer caches, intelligent invalidation, and cache warming patterns from high-scale systems.

Nov 10, 2025
12 min read
API Cost Optimization: Cut Your Social Media Data Expenses by 90%
Development

API Cost Optimization: Cut Your Social Media Data Expenses by 90%

Production-tested strategies to reduce API costs from $10k to $1k per month. Smart request batching, intelligent caching, and cost-aware architectures that scale affordably.

Nov 9, 2025
15 min read
Social Media Data Quality: Validate, Clean & Enrich Extracted Data
Technical

Social Media Data Quality: Validate, Clean & Enrich Extracted Data

Build production-ready data quality pipelines for social media data. Handle missing values, detect duplicates, filter spam/bots, standardize formats, and enrich with external data sources.

Nov 7, 2025
17 min read
Real-Time Social Media Processing: Stream & Analyze Live Data (Kafka + WebSockets)
Technical

Real-Time Social Media Processing: Stream & Analyze Live Data (Kafka + WebSockets)

Build production-ready real-time social media monitoring with Kafka, WebSockets, and stream processing. Instant alerts, live dashboards, and sub-second insights from social data.

Nov 6, 2025
16 min read
Build a Social Media Data Warehouse: Complete Architecture Guide
Technical

Build a Social Media Data Warehouse: Complete Architecture Guide

Stop losing historical data. Learn how to build a proper data warehouse for social media analytics that scales from millions to billions of records.

Nov 5, 2025
13 min read
API Rate Limiting Strategies: Scale Social Media Data Collection
Technical

API Rate Limiting Strategies: Scale Social Media Data Collection

Stop getting blocked by rate limits. Learn professional strategies to handle API rate limits, scale data collection, and never hit quota walls again.

Nov 4, 2025
10 min read
Social Media Crisis Detection: Catch PR Disasters Before They Explode
Brand Management

Social Media Crisis Detection: Catch PR Disasters Before They Explode

Learn how to build an automated social media crisis detection system that monitors sentiment shifts, volume spikes, and negative comments in real-time. Catch brand reputation issues before they become disasters.

Nov 3, 2025
23 min read
TikTok Shop Product Research: Find Winning Products Using Data
E-commerce

TikTok Shop Product Research: Find Winning Products Using Data

Stop guessing what products will sell. Analyze TikTok Shop data to find products with proven demand before you invest in inventory.

Nov 2, 2025
11 min read
Social Media Reporting for Agencies: Stop Wasting 20 Hours Per Month on Reports
Guide

Social Media Reporting for Agencies: Stop Wasting 20 Hours Per Month on Reports

Stop building client reports manually. Automate Instagram, TikTok, LinkedIn data collection, generate branded PDF reports, and reclaim your billable hours.

Nov 1, 2025
21 min read
Social Media Trend Forecasting: Predict What Goes Viral Next
Strategy

Social Media Trend Forecasting: Predict What Goes Viral Next

Stop chasing trends after they peak. Use data analysis to predict what will go viral next and create content before everyone else jumps on it.

Oct 31, 2025
10 min read
UGC Content Collection: Find & License User-Generated Content at Scale
Guide

UGC Content Collection: Find & License User-Generated Content at Scale

Your customers are creating thousands of posts about your brand. Stop missing free marketing gold. Automate UGC discovery, collection, and licensing to fill your content calendar.

Oct 30, 2025
21 min read
Social Media Competitor Analysis: Reverse-Engineer Their Strategy (Step-by-Step)
Guide

Social Media Competitor Analysis: Reverse-Engineer Their Strategy (Step-by-Step)

Your competitors are crushing it on social media and you're guessing why. Here's how to extract their data, analyze their strategy, and build a competitive playbook that actually works in 2025.

Oct 29, 2025
23 min read
Influencer Vetting: Detect Fake Followers Before You Pay
Strategy

Influencer Vetting: Detect Fake Followers Before You Pay

Stop wasting money on fake influencers. Use data analysis to verify real followers, authentic engagement, and genuine influence before spending a dollar.

Oct 28, 2025
11 min read
Social Media Listening Tools: Monitor 25+ Platforms in Real-Time
Guide

Social Media Listening Tools: Monitor 25+ Platforms in Real-Time

Traditional social listening tools cost $500-5,000/month and only cover a few platforms. Here's how to build a more powerful, flexible monitoring system for a fraction of the cost in 2025.

Oct 27, 2025
24 min read
Instagram Reels Analytics: Track Performance & Viral Metrics (2025 Guide)
Guide

Instagram Reels Analytics: Track Performance & Viral Metrics (2025 Guide)

Instagram Insights are limited and you can't track competitors. Here's how creators and marketers extract detailed Reels analytics, find viral patterns, and build performance tracking systems in 2025.

Oct 26, 2025
20 min read
Twitter (X) API Free Tier Removed? Here's Your Alternative for 2025
Guide

Twitter (X) API Free Tier Removed? Here's Your Alternative for 2025

Twitter (now X) killed their free API tier and now charges $100-$5,000/month for basic access. Here's how developers are extracting Twitter/X data without breaking the bank.

Oct 25, 2025
24 min read
LinkedIn Profile Scraper: Extract Company & People Data for Lead Generation
Guide

LinkedIn Profile Scraper: Extract Company & People Data for Lead Generation

LinkedIn's API barely gives you anything. Here's how to extract profile data, company info, and posts for sales, recruiting, and market research without hitting API limits.

Oct 24, 2025
16 min read
YouTube Data API Alternatives: Extract Video Analytics Without Quotas
Guide

YouTube Data API Alternatives: Extract Video Analytics Without Quotas

YouTube's API has brutal quota limits (10,000 units/day = ~100 videos). Here's how developers extract unlimited video data, channel stats, and transcripts without hitting quotas in 2025.

Oct 23, 2025
20 min read
Is Instagram Scraping Legal? The 2025 Developer's Guide to Compliance
Legal

Is Instagram Scraping Legal? The 2025 Developer's Guide to Compliance

Worried about Instagram scraping legality? This guide explains what's legal, what's not, and how to extract public data ethically and compliantly in 2025.

Oct 22, 2025
22 min read
How to Extract TikTok Data in 2025: Videos, Profiles & Analytics (Complete Guide)
Tutorial

How to Extract TikTok Data in 2025: Videos, Profiles & Analytics (Complete Guide)

TikTok has no official API for most data. Here's how developers and marketers extract videos, profiles, comments, and analytics without breaking the bank.

Oct 21, 2025
26 min read