From the author
A viral post claims schema markup has zero effect on AI citations, based on a study that never tested schema at all. Here is the real study's 4-factor priority order, how to audit your page against it, and what to fix first.
We ran the same 50 keywords twice, at depth 10 and depth 100. The shallow check found our domain once. The deep check found it 22 times. Same keywords, same hour, same API. Here is the cost, the time, and the failure rate of each.
A ready-to-run Codex skill that composes every installed codex-seo-* skill into one audited site: probes the site, inventories the skills, runs each single-URL scanner, builds the weighted 7-category board, writes the report artifacts - and withholds the health score when any category has no measured source.
Use Google Antigravity to review E-E-A-T evidence across content and code workspaces, inspect agent artifacts, approve a bounded implementation, and reconcile the rendered page with structured data.
Most Perplexity SEO failures come from practical blockers: crawler access, vague claims, weak entity signals, missing evidence, poor measurement, and weak referral paths. This guide shows how to diagnose and fix them.
Healthcare GEO in 2026 is less about being mentioned by AI and more about being cited accurately, traceably, and compliantly. This playbook shows the compliance, content, technical, team, and measurement foundations medical brands need before they try to win AI answer visibility.
GEO in 2026 is not keyword stuffing for chatbots. It is the work of making your pages crawlable, extractable, trustworthy, and easy for AI answer engines to cite.
If AI systems still ignore your brand after GEO work, the issue is usually one of five missing signals: extractable content, trust, evidence volume, prompt match, or freshness. Here is how to diagnose and fix the gap in 2026.
GEO is not only for large brands. In 2026, small businesses can use expert answers, long-tail buyer questions, and clear proof pages to earn mentions in AI search answers.
