Notes on SEO monitoring, AI SEO performance, and how to keep tabs on your brand.
Scrape Microsoft Copilot in 2026: intercept the WebSocket protocol, manage Microsoft account session cookies, and extract source URLs from event metadata.
Scrape Perplexity AI in 2026: extract the cited sources block from the SSE stream, parse Related Questions JSON, and handle Cloudflare protection.
Scrape ChatGPT in 2026: parse the Server-Sent Events stream, expand lazy-loaded citations, and bypass Cloudflare with residential proxies.
Google rankings don't matter if ChatGPT doesn't mention you. Learn how to measure and optimize your Share of Model (SoM) in the age of AI search.
Traditional web scraping is brittle. AI web scraping is resilient. Learn how LLMs are turning the chaotic web into structured data, and what it means for your business.
The funnel has collapsed. Discover how ChatGPT Shopping is replacing search, comparison, and decision-making with a single conversation.
When a user asks ChatGPT a complex question, it doesn't just search once. It performs 'Query Fanout.' Understand this mechanism to master the new era of SEO.
Ranking number 1 isn't what it used to be. Learn how to accurately track your search performance across Organic, Maps, AI Overviews, and zero-click features.
From reCAPTCHA to Cloudflare Turnstile. Learn how to bypass bot protections using Python, API services, and browser automation.
