Question
Most brands see early improvements within about 30 days, typically in Mentions and Citations on tracked prompts. Larger competitive gains, like higher Share of Voice on ranking or comparison prompts, usually build over 60 to 90 days as you publish structured content and AI systems refresh which sources they retrieve and cite.