Blogs
The Scraper’s Edge: guides on web automation, data pipelines, and production scraping.
Articles
Showing 1–9 of 43

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 Twitter Comments Without Copying One by One
Want to export X (Twitter) comments and replies? Download comments in JSON, CSV, or Markdown for analysis and reporting.

How to Export Facebook Comments Quickly in Seconds?
Looking for a simple way to export Facebook comments? Extract comments, reactions, profiles, and timestamps to CSV, JSON, or Markdown.

How to Export Instagram Comments In Just One Click ?
Need Instagram comment export fast? Try this web scraping and data extraction script for CSV, JSON, and Markdown exports.

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.

Export YouTube Comments to CSV With Tampermonkey
I built a Tampermonkey userscript to export YouTube comments to CSV without the API. Here is how to install it and what it can and cannot do.
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