The num=100 Effect: Why Deep Research Feels Shrinks - AI & SEO Fundamentals
X & LinkedIn have been firing lately. Impressions are falling, clicks are flat, and rankings are jumping all over the place. Two websites in my Search| AI & SEO Fundemantals
Google announced a new feature called “visual search fan-out” in their September 2025 updates. It’s a technique where AI Mode performs a comprehensive analysis of an image, recognizing subtle details and secondary objects in addition to the primary subjects, and then runs multiple queries in the background. This is exactly the problem I’ve been trying ... Read more| AI & SEO Fundamentals
X & LinkedIn have been firing lately. Impressions are falling, clicks are flat, and rankings are jumping all over the place. Two websites in my Search| AI & SEO Fundemantals
I've been quiet for two weeks, and I appreciate all the questions you've sent. Thank you for your patience and interest. I'm excited to share that I joined| AI & SEO Fundemantals
An analysis of actual ChatGPT configuration settings and what they mean for content creators. Many probabilities...| AI & SEO Fundemantals
I wanted to understand how people really use ChatGPT, so I did something simple. I searched Google for “site:chatgpt.com Temporary Chat” and checked Archive.org for similar URLs. These searches revealed thousands of ChatGPT conversation links. I downloaded all these URLs and extracted the q= parameters – these are the actual questions and prompts people typed ... Read more| AI & SEO Fundamentals
AI search engines like ChatGPT, Perplexity, and Claude are starting to replace traditional Google-style search for many users. For SEOs and content writers, this raises a new question: How do we optimize content for AI models? One concept you might hear about in this context is log probabilities (or logprobs). In this post, I’ll break ... Read more| AI & SEO Fundamentals
Like many SEOs, I love looking at ChatGPT’s dev console on Chrome. I was digging around for Google & Bing fingerprints when I discovered a code snippet that reveals how ChatGPT processes search results, using Reciprocal Rank Fusion (RRF). While there have been experiments and rumors about ChatGPT using various search engines, what’s clear from ... Read more| AI & SEO Fundamentals
I conducted an indexing experiment for ChatGPT, and the results were a bit surprising. My goal was to see whether OpenAI shows any kind of citation display without relying on Google or Bing. I purchased a new domain. Normally, I use WordPress, but this time I wanted to try a different setup and reduce server ... Read more| AI & SEO Fundamentals
It all started with a simple question. "I love using OpenAI Platform and AI Studio. What can I extract from LLMs using temperature 0.0?"| AI & SEO Fundemantals
The rise of AI-driven search engines like Google's AIO & AI Mode, ChatGPT and Perplexity has created a seismic shift in how content is ranked, surfaced,| AI & SEO Fundemantals
Google's MUVERA (Multi-Vector Retrieval via Fixed Dimensional Encodings) represents a breakthrough in making complex multi-vector retrieval as fast as| AI & SEO Fundemantals
