How long does it take to improve Gemini brand mentions or Perplexity citations?

Because AI models like Gemini and Perplexity pull from live or frequently updated indexes, optimizing your content with authoritative, structured data can yield changes in citations within a few weeks. However, deeply embedding your brand into a model's core semantic understanding (like ChatGPT's base training) requires sustained GEO efforts over several months.