enterprise AEO platform comparison
decision-stage prompts with competitor modifiers
owned guide, partner review, outdated listicle
comparison refresh and source correction plan
ChatGPT, Gemini, Perplexity, AI Overviews
freshness window and bot-event history
owned comparison page update
wait for operator review before publishing
owned source appears in target answer
outdated source still cited by Gemini
exec summary and operator queue
schema update and citation outreach