web scraping
2 posts
Article
Google quietly broke the search-scraping stack
Google's 2025 anti-scraping update killed cheap SERP scraping. How to rebuild AI search pipelines on sanctioned APIs, validation, and budget controls.
Article
You depended on access you never owned.
Google's anti-scraping update changed a control scrapers never owned, exposing the structural risk of building on an interface you cannot see or govern.