I sometimes convert PDFs to HTML before scraping, which allows for easier data extraction, especially with tabular data.

Using custom validation functions to flag outliers ensures consistency, especially with data prone to user input variations.

Selenium is useful for dynamically loaded fonts, allowing me to capture content in real-time.

Scraping each letter of the alphabet or individual keywords separately is a last resort, but it’s effective on sites with poor search capabilities.

Puppeteer in Node.js works well for navigating Bol.com’s review section, allowing you to load dynamic content and interact with pagination.