As consumers increasingly use AI assistants like ChatGPT, Perplexity, and Google Gemini to find product recommendations, traditional SEO must evolve into Generative Engine Optimization (GEO).
Structured Product Knowledge Graphs
LLMs rely on dense semantic context, verified technical specifications, customer reviews, and clear JSON-LD schema markup to synthesize citations and recommendations.
Authoritative Brand Signals
AI visibility requires third-party validations, press mentions, and deep editorial content that directly answers comparison queries.




