AI Search vs. Legacy SEO
Generative Engine Optimization and Why It Is Not Just Rebranded SEO
GEO targets citation in AI answers, not ranking in search results.
Soo-Yeon Marchetti
· 8 min read
GEO targets citation in AI answers, not ranking in search results.
AI answer engines require independent verification of claims, not vendor self-promotion.
Visual identity signals editorial discipline that AI systems recognize as credible.
AI systems filter sources by identity before evaluating content quality.
Brands now need extractable answers and independent corroboration to earn AI citations.
Set up editorial foundations before launch to help both speed and credibility.
Treating multi-vertical phantom programs as a volume problem undermines topical authority.
Link every calendar slot to a buyer prompt, entity cluster, or citation gap.