Technical SEO
JSON-LD vs Microdata for AI Search: The 2026 Decision Framework
JSON-LD wins for AI search in almost every scenario. Here is the decision framework, the edge cases where Microdata still…
Category: Technical SEO
Browse OrganiKPI articles in the Technical SEO category for field-tested GEO, AEO, and SEO playbooks brands use to win citations in AI search results.
Technical SEO
Technical SEO
How to Decode AI Mode Citations: Text Fragments Tutorial (with Python)
Every Google AI Mode citation URL contains a hidden text fragment that reveals the exact sentence cited. Here is how…
Technical SEO
AI Search API Access: Integrate ChatGPT, Perplexity & Gemini Search
Programmatic access to AI search engines is now production-ready. Here is the developer guide to integrating Perplexity, ChatGPT, and Gemini…
Technical SEO
Do Core Web Vitals Affect AI Search Citations? The Surprising 2026 Data
Page speed was a Google ranking factor. Here is the surprising data on whether Core Web Vitals also affect AI…
Technical SEO
FAQ vs. HowTo vs. Article Schema: Which Structured Data Wins in AI Search
Pages with schema markup get cited 3.1x more often in AI Overviews. But which schema type wins for which content?…
Technical SEO
Robots.txt for AI Crawlers in 2026: Allow, Block, or Negotiate?
GPTBot, ClaudeBot, Google-Extended, PerplexityBot, OAI-SearchBot. Each does something different. Here's the framework for deciding what to allow and what to…
Technical SEO
Vector Embeddings for SEO: A Plain-English Guide for Marketers
Embeddings are how AI search actually decides what to retrieve. You don't need a PhD to understand the implications. Here's…
Technical SEO
Bing Webmaster Tools for AI Search: The 2026 Setup Guide
ChatGPT runs on Bing's index. If Bing can't crawl you, ChatGPT can't cite you. Here's how to configure Bing Webmaster…
Technical SEO
Web Text Fragments: Decoding Google AI Mode’s Hidden Citation Signal
Every Google AI Mode citation URL contains a #:~:text= fragment revealing exactly which sentence Google extracted. Here's how to read…
Technical SEO
Content Chunking for AI Retrieval: The New On-Page Optimization
AI engines don't rank pages - they rank passages. Here's how chunking actually works inside RAG pipelines, and the on-page…