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ASAbhigna Sriramojuinconsole-diaries.hashnode.dev·May 10 · 5 min read

The Algorithmic Trick That Makes Search Engines Fast

The web contains billions of pages, yet search engines return relevant results in milliseconds. How is that even possible? The answer is surprisingly simple: search engines don’t search the web when y

CBCihangir Bozdoganincihangir-bozdogan.hashnode.dev·May 10 · 21 min read

Backlink Graphs and AI Page Authority, A Pre-Registered Experiment On Whether PageRank Still Matters

I ran a small experiment last quarter that I had been putting off for months. The whole point of the test was to write down the hypothesis and the stop conditions in advance, push the same content to

JPJaxon Parrottinmachinerelations.hashnode.dev·May 5 · 6 min read

Citation selection and citation absorption are different problems

Citation selection and citation absorption are different problems Subtitle: Why AI engines may cite a page without using it, and why that distinction changes how developers measure retrieval quality. When people talk about AI citations, they usually ...

CBCihangir Bozdoganincihangir-bozdogan.hashnode.dev·May 3 · 17 min read

Brand Mentions in LLMs Come From Three Different Pipelines. Optimising for One Misses the Other Two.

If a major AI assistant says something about your brand a positive mention, a comparison, a fact about your business there is a temptation to treat that as a single thing. "AI knows about us." It is n

CBCihangir Bozdoganincihangir-bozdogan.hashnode.dev·Apr 29 · 18 min read

Semantic Search Already Won. The Real Fight Is One Layer Up.

I was a week away from spec'ing a vector database for a project last month. Embeddings model picked, index family chosen, chunking strategy roughed in. Then I sat down to write the part of the doc whe

MTMittal Technologiesinmittal-tech.hashnode.dev·Apr 21 · 3 min read

I Audited 20 Business Websites This Year. Here's What Almost All of Them Got Wrong.

Over the past year I've done web audits for a lot of small and mid-size businesses — retail, services, SaaS, some e-commerce. Different industries, different tech stacks, different budgets. But there

JJerryinaxiant.hashnode.dev·Mar 13 · 3 min read

SEO Experiment: Launching 5 New Websites to Study Googlebot, GPTBot & Indexing Behavior

I recently started an SEO experiment and would really appreciate feedback from anyone experienced with search engines, crawling behavior, or technical SEO. Instead of launching a single website, I lau

UUtkarshinblogs.utkarshrajput.com·Mar 1 · 6 min read

AI-Driven SEO: Building a Next.js Site That Writes & Optimizes Its Own Pages

Introduction AI is no longer just a chatbot sitting on your landing page. The real opportunity? A website that generates, optimizes, updates, and improves its own SEO pages automatically. In this deep

AOAKEBLI Ouassiminnosqlnest.net·Feb 17 · 17 min read

From Zero to Green: Automating a Production-Ready, Secured 3-Node Elasticsearch Cluster

Chapter 1: Architecture & Design Before writing a single line of code, we must understand the "Physical" and "Logical" layout of the cluster we are building, This project deploys a hyper-converged, 3-node Elasticsearch cluster using Vagrant and Virtu...

STsaar twitoinsaar-twito-blog.dev·Feb 16 · 2 min read

Airbnb Website Analysis: SEO, Performance and AI Visibility

Overview I analyzed Airbnb using Greadme to test their website from an SEO, rendering, performance and AI visibility perspective. Here’s what we found. Rendering Approach At first glance, Airbnb appears to use server-side rendering, which is a strong...