AI Tool for Analyzing Copy Effectiveness: Does It Work?

Professional using an AI dashboard to score marketing copy effectiveness on a glowing monitor

Most copy doesn’t fail because the writing is bad  it fails because nobody scored it against anything before it shipped. Marketing teams have run heatmap tools that show where users click and scroll for years, but that data arrives after the campaign is live. The more useful shift in 2026 is agentic: an LLM-as-judge pipeline […]