GEO / AEO Strategy Shift: Why Renaming SEO Metrics Won't Work

Prompt volume is a weak signal. AI visibility is a vanity metric. Attribution is broken. Here's what actually matters in Generative Engine Optimization.

April 03, 2026

Text Embeddings for AEO and SEO: A Practitioner's Guide

How embeddings power AI answer engines, where they fail, and how to run a two-stage content audit, embedding retrieval plus LLM verification for AEO.

March 27, 2026

Why AI Won't Cite Your Content (And What to Fix)

Your page can rank and still never appear in AI answers. Here's why AI retrieves but doesn't cite and what actually fixes it.

March 15, 2026