Inside SearchGuard: How Google detects bots and what the SerpAPI lawsuit reveals

We fully decrypted SearchGuard, the anti-bot system protecting Google Search. Here's exactly how Google tells humans and bots apart.

Daily Search Forum Recap: January 19, 2026

Here is a recap of what happened in the search forums today, through the eyes of the Search Engine Roundtable and other search forums on the web. OpenAI will be testing ads in ChatGPT very soon.
GitHub

zgsm-ai/codebase-indexer

codebase-indexer is the context module of ZGSM (ZhuGe Smart Mind) AI Programming Assistant which running on client. It provides powerful codebase indexing capabilities to support code call graph ...

Blue Interactive Agency Strengthens AI-Driven SEO and Local Search Strategy Amid Shifts in AI-Based Discovery

Fort Lauderdale, Florida - January 14, 2026 - PRESSADVANTAGE - Blue Interactive Agency continues to publish resources ...
EurekAlert!

Improving local search algorithms for clique relaxation problems via group driven initialization

Researchers introduce a group-driven initialization that fuses search history with graph modularity, boosting ...
IEEE

Spectrum Management for Wireless Resources in 5G Networks using Gated Graph Convolutional Network and Whale Optimization Algorithm

Abstract: Recently, Artificial Intelligence (AI)-driven spectrum management in 5G networks leverages learning techniques to reduce allocation of resources and identify the patterns in traffic that ...