How each model decides which brand to mention
ChatGPT (without active search) responds from its training corpus. To appear, you need consolidated presence in the sources OpenAI uses for training: Wikipedia, major mainstream and vertical media, books, papers and forums with authority. The operational consequence: GEO for base ChatGPT requires patience and digital PR work.
Perplexity is a search engine with an LLM on top: every answer cites real-time sources with visible links. Source-selection criteria are closer to classic SEO (domain authority, freshness, semantic relevance) but with a preference for well-structured content with verifiable data.
Gemini is integrated with the Google ecosystem: it reads from Search, Google Business Profile, YouTube, reviews and structured data. For a brand with local presence, optimizing Gemini is largely optimizing the Google Business Profile and consolidating verified reviews.