Blogs
The Scraper’s Edge: guides on web automation, data pipelines, and production scraping.
Articles
Showing 1–9 of 44
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.
Export Facebook Comments to CSV With One Click
I built a userscript that exports Facebook comments to CSV, JSON, or Markdown from any post, with no API access and no coding required.
How to Export Instagram Comments Without Copying
Export Instagram comments to CSV, JSON, or Markdown with a browser script I built — usernames, timestamps, likes, and reply counts included.
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.
Amazon Review Export Tool for CSV and JSON
I built an Amazon review export tool as a Tampermonkey userscript. One click sends reviewer name, rating, text and verified badge to CSV or JSON.
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