YouTube Transcript Guide: API, Python & ASR for LLMs
Learn all methods to get a YouTube transcript programmatically for LLM context. Explore the official API, Python libraries, and ASR tools like OpenAI's Whisper.
AI vs. Traditional Search: How Rankings & Results Differ
Learn how AI-powered search differs from traditional engines. This guide compares ranking methods, evaluation metrics, and user behavior for generative vs. clas
Website Structure: Subdomains, Subdirectories, or Domains?
Should you use a subdomain or subdirectory? Learn the best website structure for SEO, comparing domains, subdomains, and subdirectories based on link equity and
LLM Citations Explained: RAG & Source Attribution Methods
Explore the technical methods behind AI citation frameworks. Learn how LLMs use RAG and source attribution to provide references and reduce hallucinations.
What is llms.txt? An SEO Guide to the AI Web Standard
An in-depth guide to /llms.txt, the proposed standard to help AI parse websites. We explain its format, purpose, and the ongoing debate with Google and SEOs.
Robots.txt Directives: A Guide to All Standard & Hidden Rules
An in-depth guide to all robots.txt directives. Learn the standard syntax (Allow, Disallow) and lesser-known parameters like Crawl-delay and Yandex's Clean-para
Perplexity SEO: A Technical Guide to Ranking Strategies
An in-depth guide to Perplexity SEO. Learn how the AI answer engine ranks content based on clarity, authority, and citations instead of traditional link signals
Sued for No Cookie Banner? The Truth About Fines & Lawsuits
While no company has been sued simply for lacking a cookie banner, the real legal risks are regulatory fines and lawsuits for non-compliant cookie consent.
How to Rank on SearchGPT: A Guide to SEO for AI Search
Learn how OpenAI's SearchGPT ranks content. This guide explains key ranking factors for generative search, SEO strategies, and how to get your content cited.
SEO for ChatGPT: 10 Essential Optimizations for 2025
Learn the top 10 SEO optimizations for ChatGPT and AI search. This guide covers Generative Engine Optimization (GEO), E-E-A-T, and structured data for 2025.
GPT-5 Router Explained: Selecting Thinking vs. Fast Models
Learn how OpenAI's GPT-5 router works. This article explains its unified architecture and the criteria it uses to route queries to fast or thinking sub-models.
PageRank Algorithm: A History of Google Search & AI's Rise
Learn the history of Google's PageRank algorithm, from its 1998 origins to how link analysis and AI models like RankBrain and BERT shape search results in 2025.
ChatGPT SEO: 5 Steps to Optimize for AI Answer Engines
Learn how to optimize your website for AI with our guide to ChatGPT SEO. This article explains 5 concrete actions, from E-E-A-T content to AI crawler settings.
How to Check for Toxic Backlinks & SEO Penalties
Learn how to identify toxic backlinks and check for a Google SEO penalty. This guide explains how to conduct a backlink audit and spot manual or algorithmic pen
Why Atlassian Paid $610M for The Browser Company (Arc)
Learn why Atlassian paid $610M for The Browser Company. This analysis covers the strategic rationale behind acquiring the Arc & Dia AI browsers for enterprise S
Perplexity's LLM: A Technical Deep Dive on Sonar & PPLX
Does Perplexity have its own LLM? We explain its proprietary Sonar & PPLX models, its hybrid tech stack using GPT-4, and its unique answer engine architecture.
What is Generative Engine Optimization (GEO)? A Full Guide
Learn what Generative Engine Optimization (GEO) is and how it differs from traditional SEO. This guide explains how to optimize content for AI search and answer
OpenAI's Ranking Algorithm: How ChatGPT Search Works
Learn how OpenAI's ranking algorithm for ChatGPT Search works. We analyze its PageRank equivalent, reliance on Bing's index, and the role of its OAI-SearchBot c
Aged Domain SEO: Do Age & Backlinks Impact Rankings?
This research-backed analysis explores if buying an aged domain boosts SEO. Learn why domain age isn't a direct ranking factor, but a clean backlink profile is.
Why Cloudflare Blocks AI Crawlers By Default: An Analysis
An analysis of why Cloudflare now blocks AI crawlers by default. Learn about the economic reasoning, asymmetrical crawl ratios, and the evolving role of robots.
Why AI Search Hasn't Disrupted Google's Revenue (Yet)
Despite rising AI search usage, Google's ad revenue remains strong. Learn why user behavior, monetization differences, and market share keep its business model