An analysis of actual ChatGPT configuration settings and what they mean for content creators. Many probabilities...| AI & SEO Fundemantals
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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?” We all use ChatGPT, Perplexity, Gemini, Claude, Grok with default settings. It seems they are likely using 0.7 Temperature setting to continue more creative and human-style native engaging conversations. Because you ... Read more| AI & SEO Fundamentals
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, and evaluated. In this guide, we’ll explore an EXPERIMENTAL custom JavaScript snippet that integrates with Screaming Frog and leverages Gemini 1.5 Flash API to evaluate any webpage’s LLM-readiness. This ... Read more| AI & SEO Fundamentals
Thank you. Seriously, thank you. When I published Part 1, I expected maybe a few dozen shares. Instead, hundreds of you commented/reached out. DMs flooded with implementation screenshots. Teams started testing. I talked with many teams. (Important note: I didn’t provide any paid consultancy for this method, it’s very basic and there many clever minds/teams ... Read more| AI & SEO Fundamentals
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
Google Patents, Generative Engine Optimization (GEO) and AI articles by Metehan.| AI & SEO Fundemantals
Through deep analysis of browser-level interactions with Perplexity's infrastructure, I've uncovered a sophisticated "weak" cryptographic scheme that governs| AI & SEO Fundemantals