Vibe Coder PNW logo

./insights / ai_search

AI Search

Visibility in ChatGPT, Perplexity and Google AI Overviews: structured data, answer-first content, and AI crawler access. 11 pieces and counting, newest first.

allAI EngineeringAI SearchAutomationLocal BusinessSEOStrategyWeb Design
An abstract dark green terminal interface displaying vector embeddings, structured JSON data blocks, and interconnected network nodes.
[ AI Search ]7 min read

Generative Engine Optimization vs SEO: What Actually Differs

Search engines and AI assistants reward different things. Here is a plain-English breakdown of how the two differ, where they overlap, and what to work on first.

read article →
share
Abstract dark green terminal interface displaying vector embeddings, structured JSON-LD schema graphs, and data pipeline logs for search engines.
[ AI Search ]6 min read

How to Optimize Your Website for AI Search in 2026

AI assistants answer questions instead of listing links. Here is a plain-English guide to making your site easy for them to read, trust, and quote in 2026.

read article →
share