Best web scraping tools for 2026
From Python libraries to AI-powered APIs. A comprehensive guide to the best web scraping tools for developers and marketers in 2026.
Notes on SEO monitoring, AI SEO performance, and how to keep tabs on your brand.
From Python libraries to AI-powered APIs. A comprehensive guide to the best web scraping tools for developers and marketers in 2026.
Google killed the &num=100 parameter in September 2025. Here is why your rank tracker is broken, why data costs are 10x, and how to adapt.
From Perplexity to ChatGPT Search, AI search engines are replacing traditional keywords with conversational answers. Here is everything you need to know about the shift to answer-first discovery.
Scrape Google AI Mode in 2026: extract citation pills, parse place cards and shopping carousels, and intercept the conversational SERP network calls.
Scrape the Google AI Overview block in 2026: parse dynamic source citations, handle desktop/mobile layout shifts, and extract embedded sponsored ads.
Complete technical guide to scraping Google Search results, parsing organic results, sponsored ads, AI Overview, and extracting structured data for SEO monitoring and competitive analysis.
Scrape Google Gemini in 2026: intercept the internal API protocol, extract confidence-scored structured outputs, and handle Google account session checks.
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.