Data-driven ad management, conversion rate optimization, and acquisition metrics for high-consideration businesses.
How performance marketing teams transition ad spend from Google Search to ChatGPT Ads. Learn semantic bid pacing, intent thresholds, and the 70/20/10 budget allocation framework.
Why traditional Cost Per Lead (CPL) is broken for high-ticket businesses and how Cost Per Qualified Intent (CPQI) provides accurate unit economics in conversational AI.
Why traditional performance marketing channels are facing declining returns and how to engineer profitable acquisition in conversational AI.