According to God of Prompt on X, a new set of 14 Claude skills enforces human-in-the-loop workflows by requiring real customer input before producing outputs, covering customer research and ICP definition, creative briefs sourced from audience language, pre-launch validation, ad copy crafted from verbatim user phrases, and landing pages addressing verified objections (source: God of Prompt). As reported by God of Prompt, the approach claims to query up to 22,000 real people for insights, positioning it as a data-driven alternative to generic prompt-based ad generation (source: God of Prompt). According to the same source, the business impact includes lower creative waste, improved message–market fit, and higher conversion rates by grounding content in validated customer language, creating opportunities for agencies to productize research-backed creative workflows and for brands to reduce CAC with evidence-based copy (source: God of Prompt).