Blogs
The Scraper’s Edge: guides on web automation, data pipelines, and production scraping.
Articles
Showing 10–18 of 54
Jobs Near Me: Export Listings to CSV in Bulk
Export every jobs near me listing to a CSV with one Tampermonkey userscript, then hand the file to AI for analysis or share it with your team.
How to Export WhatsApp Group Contacts to CSV
A working userscript that lets you export WhatsApp group contacts to CSV, filter them by country code, and handle the cases where the scan comes back empty.
Building an Amazon Product Scraper That Works
I explain how I build a custom Amazon product scraper with Python and Selenium, covering price parsing, bot detection, and clean data output.
How I Automate Instagram Engagement With AI
I built an Automa workflow to automate Instagram engagement for client accounts: it screenshots each post, writes an AI comment, then likes it.
Google Maps Data Extraction for Lead Lists
I explain how Google Maps data extraction works, what fields you can capture, and how automation turns raw listings into a usable lead list or dataset.
How to Export X Comments Without Copy-Paste
I built a Tampermonkey userscript to export X comments to JSON, CSV, or Markdown. Here is how it works, what breaks, and when to hire a scraper.
Facebook Comments Scraper: Export to CSV
A free Facebook comments scraper userscript that exports post comments to CSV, JSON, or Markdown in one click. No API access and no coding required.
Instagram Comment Export: How to Do It Without Copying
Instagram comment export made easy. Save comments from any public post to CSV, JSON, or Markdown with usernames, timestamps, likes, and profile URLs.
Export TikTok Comments to CSV Without Coding
I built a free userscript that lets you export TikTok comments to CSV, JSON, or Markdown from any video. Here is how to install and run it.