Testing AI Ad Concepts Before Production Spend

Before scaling AI ads, we run concept tests in controlled loops: script angle, first-frame hook, and CTA framing. Instead of optimizing for vanity engagement, we track hold rate, intent signals, and conversion-quality proxies. For creative studios building apps and campaign assets in parallel, this process protects production budgets and gives strategy teams confidence in what to scale. Research-first concept testing helps teams move from subjective taste debates to repeatable decision-making.