Example Scenario: Product page gets traffic but no clicks Market Context: Users land on a product page but don’t interact with the CTA. Input: Store / Page: ecommerce product page Target Audience: first-time buyers from ads Traffic Source: paid social Observed Behavior: users view but don’t click CTA Primary Goal: increase conversions Report (Shortened): Core Diagnosis: Users see the product but never reach a clear action point. Primary Blocker: CTA blends into the layout and lacks visual priority. Execution Priority: 1. increase CTA contrast 2. reduce competing elements 3. reposition CTA closer to value Visual Prompts: PROBLEM VISUAL PROMPT: dark ecommerce product page, cluttered layout with low-contrast CTA button blending into background, multiple elements competing for attention FIXED VISUAL PROMPT: dark ecommerce product page, clean structured layout, bold high-contrast CTA button clearly separated and centered, strong visual focus Structural Observations: Weak visual hierarchy prevents users from taking action.