domain

seo

6 cards · 5 operators · 1 tier-A claims · 1 synthesis pattern.

Strongest claims

1. Point-in-time AEO citation counts are noise: 74 percent of cited sources rotate weekly Aleyda Solis

Adjacent domains

• content-strategy · 4 co-occurrences
• aeo · 2 co-occurrences
• pmm · 2 co-occurrences
• measurement · 1 co-occurrences
• growth-demand · 1 co-occurrences

Synthesis patterns in seo

• AEO experience and structure gate

6 insights in seo

• Point-in-time AEO citation counts are noise: 74 percent of cited sources rotate weekly · Aleyda Solis
• Structural prominence in nav, headers, and footer predicts LLM citation rates more reliably than body content alone · Casey Hill
• The AEO metric is recommendation-share, not citation volume. AI responses recommend products; they do not list links. · Kyle Poyar
• The signals that earn blue-link rankings are the same ones that earn AI-generated answer citations, making AEO an extension of SEO discipline, not a replacement. · Lily Ray
• First-hand experience is a distinct AEO primitive that drives additional clicks from AI Overviews and AI Mode, not just an E-E-A-T input signal · Lily Ray
• A 499 from an AI bot UA means the bot decided the page was not worth waiting for and silently excluded it from the LLM candidate set · Mike King