The field manual for social media data
Runnable tutorials, founder playbooks, honest tool teardowns, and original research — for builders who'd rather read real numbers than another think-piece.
skillsWeb Scraping in 2026: 3 Techniques + When to Use an API
Web scraping in 2026, explained: three techniques, a working Python example with error handling, the legal risks, and when a managed API beats DIY scraping.
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developmentNaver Crawling in 2026: Blog, Cafe, and News via API
Three ways to crawl Naver in 2026: the official Search Open API, your own HTML crawler, or one unified API call. Blog, cafe, news, and shopping, with code.
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developmentPython Social Media Crawling in 2026: DIY vs One API Call
Two ways to crawl social data with Python in 2026: build it with requests and BeautifulSoup, or call a unified API with one httpx.get(). When each wins.
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developmentBest Time to Post on Social Media: 20:00 UTC Wins (+52%)
We analyzed 401 posts across TikTok, Instagram, YouTube, and Reddit. Posts at 20:00 UTC score +52% above average. Per-platform posting windows inside.
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productSocial Search Engine API: One Call, 12+ Platforms
A social search engine API searches 12+ social platforms in one call, fusing and reranking results via RRF + LLM into 40 items. See real captured responses.
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developmentHow Often Should You Post on TikTok? 3-5x a Week (Data)
The research consensus says 3-5 posts per week. We checked it against 31 mega creators with live API data: when more posting helps, and when it backfires.
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skillsSocial Media Monitoring API: Build Your Own in 5 Steps
Social media monitoring API guide: build a multi-platform mention tracker with sentiment, dedup, and Slack alerts in Python. Five steps, all runnable code.
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skillsHow to Scrape Facebook in 2026: 5 Methods That Still Work
Facebook's Graph API barely covers public data now. 5 working ways to pull page, post, and comment data in 2026, with Python examples and real pricing.
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developmentReddit API in 2026: Pricing, Rate Limits & What Works
The Reddit API is free at 100 QPM, but commercial use needs a $0.24/1K contract. Pricing, rate limits, Pushshift's replacement, and what still works in 2026.
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developmentX (Twitter) API in 2026: Credit Pricing + 3 Cheaper Routes
X killed free access and now bills per request with credits, not tiers. The 2026 pricing math, rate limits, and 3 cheaper ways to read X data at scale.
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skillsLinkedIn API in 2026: A Developer's Reality Check
The LinkedIn API gives you three scopes. If you need more — lead enrichment, recruiting data, company intel — here's exactly what your options are in 2026.
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developmentYouTube API Quota: 100 Searches Burn 10,000 Units (2026)
The YouTube Data API is free until the quota math bites: 100 searches = 10,000 daily units gone. Key setup, transcript limits, and what to use at scale.
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product10 Best AI Video Generators in 2026 (Free Tiers Compared)
We tested 10 AI video generators in June 2026: Veo 3.1, Sora, Kling 3.0, Runway, Pika. Free tiers, real pricing, and which fits TikTok, ads, or avatars.
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productBuild a Competitor Analysis Tool for 42 Social Platforms
Build a competitor analysis tool for social data: pull profiles, compute engagement rates, measure posting cadence, and track brand mentions via one API.
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productIG Follower Export Tool: 5 Options, Ranked by Ban Risk
Five ways to export an Instagram follower list: Chrome extensions, web SaaS, the Graph API, and a free social API. Which are safe, which risk a ban, and which scale past 10k followers.
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developmentSocial Media Engagement Rate Benchmarks 2026 (1,269 Posts)
We measured engagement rate on 1,269 recent posts from 79 major accounts. TikTok's median beats Instagram and YouTube in all 6 categories. Full data + method.
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developmentFetch MCP Server: What It Does + Where It Fails
What a fetch MCP server actually does, the implementations worth knowing in 2026, the security model, and where it stops working: the walled-garden gap.
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developmentHow to Scrape TikTok Comments with Python (2026)
Scrape TikTok comments with Python in about 40 lines: one GET request, cursor pagination, CSV export. Real endpoint, real response shapes, no Selenium.
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developmentThreads API in 2026: Real Rate Limits + What You Can Build
Meta's Threads API, tested: OAuth 2.0, 60-day tokens, App Review, capped keyword search. The real rate limits, and where third-party APIs fill the gaps.
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skillsHow to See Followers on Snapchat (+ What Snap Hides)
Learn how to see followers on Snapchat on iOS and Android, plus what the app hides, and how to pull follower data programmatically via the SocialCrawl API.
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developmentHow to Use Claude Agents: Managed Agents + Sub-agents (2026)
A developer's guide to Claude Managed Agents, Claude Code sub-agents, and the Messages API. Setup in 4 steps, parallel execution, MCP, and real rate limits.
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developmentOpenAI Assistants API Shutdown: Migrate Before Aug 26, 2026
The Assistants API goes dark on August 26, 2026. The Responses + Conversations mapping, thread backfill options, real costs, and a month-by-month plan.
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developmentBrowse AI Web Scraper: Where It Wins, Where It Doesn't
Browse AI is great for web pages; social platforms need a specialist. A decision guide for developers choosing no-code scrapers vs unified social data APIs.
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developmentCompetitor Intelligence in 2026: How B2B Teams Win Deals
Competitor intelligence in 2026: what it is, the eight signal sources that matter, the modern CI stack, and how small B2B teams win without enterprise tools.
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developmentAI Agent Frameworks in 2026: What Actually Ships
LangGraph, CrewAI, Mastra, and Pydantic AI compared on real production numbers: which AI agent framework developers should actually pick in 2026, and why.
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development10 Best Social Media Scraping APIs in 2026 (Ranked + Priced)
The best social media scraping API in 2026 is SocialCrawl for unified multi-platform data. 10 tools ranked on coverage, pricing, rate limits, AI-agent fit.
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developmentSocial Media Scraping in 2026: Legal & Technical Primer
Scraping social media is legal in the US post-hiQ. This guide covers 7 platforms, 4 jurisdictions, GDPR/CCPA, rate-limit ethics, and technical trade-offs.
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skillsI built a social media data API to grow my own socials
I wanted an AI to grow my social accounts. Every platform's API was different. SocialCrawl became what I wish existed: 43 platforms, one unified schema.
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developmentBuilding an AI Agent for Social Media Monitoring
Learn to build an AI agent for social media monitoring in under 150 lines of Python. Step-by-step tutorial: fetch posts, classify sentiment, send alerts.
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developmentWhich Instagram Scrapers Still Work in 2026 (+ Real Costs)
Basic Display is dead and Graph API caps at 200 calls/hour. Every Instagram scraping option that still works in 2026, tested, with per-1,000-post pricing.
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developmentHow to Get TikTok Data Without the TikTok API
TikTok's official API is academic-only and capped near 1,000 calls/day. Three working ways to pull profile, video, and hashtag data — with runnable code.
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