I spent six months building my own SERP scraper. It was a disaster. The short version: Month one:...
I spent six months building my own SERP scraper. It was a disaster.
The short version:
Month one: Excited. Wrote a beautiful Python scraper with async requests.
Month two: Google started blocking me. Added proxies.
Month three: CAPTCHAs appeared. Added a solving service.
I’ve been building web scrapers for years. BeautifulSoup, Selenium, Playwright — I thought I’d seen...
I've been building web scrapers for years. BeautifulSoup, Scrapy, Selenium — I've used them all. But...
I've been doing technical SEO for 20 years. My first "automation" was a shell script that pinged...
The search results data market is booming, but most APIs are still charging enterprise prices for...
An honest post on the gap between 'I can generate thousands of pages' and 'Google will actually index them.' Five lessons from…
Why I Built This I wanted to compare prices across Google Shopping without clicking through 100 tabs...
