Blog
Writing on automation, scraping, and growth engineering.
- How to Scrape TikTok Ad Library for Competitor Research
Learn how to scrape the TikTok Ad Library at scale for competitor research, including filters, output fields, and a ready-to-use Apify actor.
- How to Scrape YouTube Comments in Bulk (2026 Guide)
Learn how to scrape YouTube comments in bulk from any video without API keys. Step-by-step methods for sentiment analysis, research, and AI training.
- Bing Copilot vs ChatGPT API: Which Is Cheaper?
Bing Copilot vs ChatGPT API cost comparison for search workloads. Real per-query pricing, citation quality, and when each option wins.
- Best LinkedIn Post Scraper Tools Compared (2026)
Compare the top LinkedIn post scraper tools by price, features, and reliability. Includes no-cookie Apify actors, pricing per 1,000 posts, and use cases.
- Extract Contact Info from Google Maps: Full Guide
Learn how to extract contact info from Google Maps — phone numbers, emails, and websites — using scrapers, enrichment tools, and tech stack audits.
- Alternative Job Boards to LinkedIn & Indeed (2026)
17 best alternative job boards to LinkedIn and Indeed for remote work, ranked by signal-to-noise ratio, niche fit, and ghost-job rate.
- AI Scraper Handles Layout Changes: 7 Tools That Adapt
Compare 7 AI web scraping tools that handle layout changes automatically. Real selector resilience, pricing, and tradeoffs for production scraping.
- Facebook Ad Library API Alternative: Fix the Gaps
The official Facebook Ad Library API doesn't return creatives or full advertiser data. Here's a working alternative that extracts everything.
- How to Scrape Google News Articles Automatically
Scrape Google News at scale using a hosted actor. Step-by-step setup, code examples, and why RSS feeds aren't enough for production use.
- Bulk QR Code Generator API: Programmatic Guide
Generate QR codes in bulk programmatically with a bulk QR code generator API. Code examples, pricing, and logo overlay tips for 1000s of codes.
- Reddit API Alternative 2025: 99% Cheaper Options
Reddit API costs $0.24/1000 calls. Compare cheaper Reddit API alternatives in 2025 — including a $2/1000 option with no auth required.
- How to Find SMMA Clients Using Google Maps (2026)
Find SMMA clients on Google Maps by scraping local businesses with weak social presence. Step-by-step workflow with audit signals that convert.
- LinkedIn Content Scraper for Research & Analytics
Extract LinkedIn post data for research and analytics at $0.004 per event. No cookies, structured JSON output, scrape by profile, company, or hashtag.
- How to Scrape Google Maps Business Leads (2026 Guide)
Scrape Google Maps business leads with name, phone, website, and tech stack data. Step-by-step guide with code, costs, and legal limits.
- Bing Copilot API: Programmatic Access Guide (2026)
How to access Bing Copilot answers programmatically via API in 2026. Working methods, code examples, and pricing comparison for developers.
- YouTube Video to Text: Free & Paid Tools Compared
Convert any YouTube video to text in seconds. Compare free tools like Tactiq, YouTubeToTranscript, and a $0.12/min Apify actor for bulk transcription.
- How to Get Newly Registered Businesses in California
Get newly registered businesses in California from the Secretary of State. Three proven methods compared, plus daily-fresh lead extraction.
- How to Find Broken Links Automatically (2026 Guide)
Learn how to find broken links automatically with scheduled crawlers, HTTP status filters, and structured reports. Cheaper than Ahrefs or Sitebulb.
- Meta Ad Library Competitor Research: Tools & Methods
Compare Meta Ad Library competitor research tools and learn how to scrape competitor ads at scale with filters, creative downloads, and CSV exports.
- Aggregate Job Listings from Multiple Boards: A Guide
Learn how to aggregate job listings from multiple boards automatically using APIs and scrapers — including company career sites, not just Indeed.
- Scrape LinkedIn Jobs Without Ban: 2026 Guide
Learn how to scrape LinkedIn jobs without getting banned in 2026. Proven techniques, rate limits, and the safest tools for clean job data.
- How to Scrape Reddit Without API (2026 Guide)
Scrape Reddit without API access using lightweight actors that bypass auth, return JSON, and cost $0.002 per item. No OAuth, no rate limits.
- Download YouTube Subtitles in Bulk (SRT/VTT)
Learn how to download YouTube subtitles in bulk as SRT or VTT files using one Apify actor — no API keys, no manual copy-paste.
- How to Find Businesses Without Social Media Presence
Learn how to find businesses without social media so you can pitch SMMA services to prospects who actually need them. Step-by-step workflow inside.
- Find Business Email From Website: Full Guide
Learn how to find business email and phone number from any website URL — manual methods, browser tools, and bulk scraping at $0.0045 per result.
- How to Scrape LinkedIn Posts Without Cookies (2026)
Scrape LinkedIn posts by profile, company, or hashtag without login or cookies. Get author, text, reactions, and media for $0.004 per post.
- X API Pricing Alternatives: 5 Cheaper Options in 2026
X API pricing alternatives compared. Skip the $200/mo Basic tier with pay-per-event Apify actors, third-party APIs, and scraping options.
- How to Monitor Reddit for Brand Mentions Automatically
Set up Reddit brand mention monitoring in under 10 minutes. Automate keyword tracking, capture leads, and skip building a scraper from scratch.
- Google News API Alternative: Best Options for 2025
Looking for a Google News API alternative in 2025? Compare RSS feeds, scrapers, and paid APIs with real pricing and feature breakdowns.
- Monitor Twitter Trends Free: No API Key Needed
Track global Twitter hashtag trends without paying for the X API. Use a pay-per-event Apify actor to monitor trends free and at scale.
- Florida Sunbiz Scraper: Export Business Leads Fast
Use a Florida Sunbiz scraper to export fresh LLC and corporation leads to CSV or JSON. Step-by-step guide with field outputs and real examples.
- Automated Full Page Screenshot API: How-To Guide
Learn how to capture automated full page screenshots of websites at scale using a simple API — handle lazy loading, mobile, and PDFs.
- Scrape LinkedIn Posts No Cookies: 2026 Guide
Learn how to scrape LinkedIn posts without cookies or login using public-data actors. Step-by-step guide with code, pricing, and legal context.
- California Business Registry Data: How to Scrape It
Get fresh California business registry data daily. Scrape the CA Secretary of State filings for new B2B leads with name, address, and agent.
- How to Scrape Facebook Ad Library Without the API
Scrape Facebook Ad Library without the official API. The Meta API only covers EU political ads — here's how to extract any ad in any country.
- QR Code API with Logo: Free vs Paid Compared (2026)
Compare free and paid QR code APIs with logo support. Real pricing, logo quality, and bulk generation tested across QRCode Monkey, Scanova, and more.
- Best TikTok Ads Spy Tool for Competitor Analysis 2025
Compare the top TikTok ads spy tools for competitor analysis in 2025. Pricing, features, and a no-code API option for bulk ad scraping.
- LinkedIn Jobs Scraper No Login: Guest API Guide
Scrape LinkedIn jobs without logging in. Use the public guest endpoint at $1 per 1,000 jobs — no cookies, no proxies, no account bans.
- Bulk Email Extractor from Websites: Complete Guide
Learn how to extract emails from websites in bulk using a pay-per-result scraper. Costs, code samples, and a working workflow for 10K+ domains.
- Screenshot API Comparison: Best Tools for 2025
Screenshot API comparison covering pricing, features, and limits for the top 7 tools in 2025. Find the cheapest reliable option for your stack.
- Reddit Keyword Tracking Tools for Business in 2026
Compare Reddit keyword tracking tools for business lead generation. Monitor mentions, find buying signals, and scrape threads with pay-per-use options.
- Twitter Trending Topics by Country API: How-To Guide
Get Twitter trending topics by country via API using WOEID codes. Step-by-step guide with code examples, pricing, and a ready-to-use actor.
- Automated Dead Link Checker for SEO in 2025
The best automated dead link checker for SEO in 2025: schedule recurring scans, flag 4xx/5xx codes, and monitor broken links for $0.0008 per URL.
- How to Get a List of Newly Registered Businesses in Florida
Pull newly registered businesses in Florida from Sunbiz daily. Step-by-step guide to extract fresh LLC and corporate leads at scale.
- How to Scrape Twitter Without API in 2026
Scrape Twitter without API access using a pay-per-event Apify actor. Get tweets, users, and search results at $0.009/response — no dev keys needed.
- Twitter API Alternative: Pay-Per-Event vs $100+/mo
The cheapest Twitter API alternative in 2026: pay-per-event scraping at $0.009/response vs X's $100-5000/mo tiers. Full comparison inside.
- YouTube Transcript API: Get Transcripts Without YouTube API
How to get YouTube transcripts programmatically without the YouTube Data API — using Python, third-party tools, and a pay-per-minute actor.
- How Do I Get My Twitter API? (And Why There's a Cheaper Alternative)
A step-by-step guide to getting Twitter/X API access — plus an honest look at whether it's worth it for your use case.
- How to Scrape Reddit Data for Free (And When to Upgrade)
A practical guide to collecting Reddit data — from Reddit's free official API to affordable tools that scale when your needs grow.
- Is It Possible to Scrape Data from Twitter?
Yes — but how you do it matters. Here's what works, what's risky, and the legitimate alternatives most developers don't know about.
- Reddit Is the Best Training Dataset You're Not Using — Here's How to Get It
Why Reddit's raw, opinionated text is gold for AI training — and how to extract it affordably at scale.
- How to Monitor Your Brand on Reddit (Without Paying $500/Month for a Social Listening Tool)
Reddit is where honest brand opinions live. Here's how to monitor them affordably — no enterprise contract required.
- Building a Twitter-Powered Newsletter or Dashboard Without the API Nightmare
Want to curate tweets into a digest or live dashboard? Here's how to do it without OAuth headaches, expensive API plans, or a backend degree.
- X's API Pricing Killed My Project — Here's What I Use Instead
X's API went from free to $5,000/month overnight. Here's how indie developers are still building Twitter-powered tools without breaking the bank.