Blogs
The Scraper’s Edge: guides on web automation, data pipelines, and production scraping.
Articles
Showing 1–9 of 49
Zillow Reviews for Realtors Dataset Explained
Inside a Zillow reviews for realtors dataset: 26 columns of agent ratings, sub-scores, replies and review text, explained field by field.
Bulk Domain Age Checker Built in Google Sheets
A bulk domain age checker that runs inside Google Sheets: paste a column of domains, get age, creation date, expiry and registrar back.
AI Automation Examples With Automa and Gemini
Three AI automation examples in Automa: publishing Facebook posts from the composer, posting Instagram comments via OpenRouter, and where they break.
Manual Post on Facebook Groups Without the API
Every manual post on Facebook eats time uploading files and pasting text. Here is a Tampermonkey panel that queues the work and tracks your place.
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.
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