Blog

Apex Automation Team Blog

Hands-on guides from the engineers who build scrapers, bots and lead pipelines every day.

How to Scrape Amazon Seller Data at Scale (Without Getting Blocked)

What fields you can get, how anti-bot layers work, and when a ready-made seller database beats a custom scraper. Read →

Puppeteer vs Playwright for Browser Automation: What Apex Automation Team Uses and Why

Both are excellent; here is how we choose between them for scraping, RPA bots and login-heavy workflows. Read →

How Verified Lead Databases Are Built: Inside the Apex Automation Team Process

Sourcing, extraction, deduplication, enrichment and email verification — what happens before a lead list reaches you. Read →

Web Scraping vs API Extraction: Which One Does Your Project Need?

Rendering pages vs calling hidden endpoints — cost, speed, reliability, and a checklist to decide. Read →