evidence led ecommerce ad angle engine

The problem

Marketers often rely on gut feeling to create ad copy, leading to high spend on creative that lacks factual resonance. Converting raw product specs and customer reviews into structured, high-performing advertising angles is manual and prone to logical gaps.

What it does

• Analyzes product facts, reviews, and objections to generate distinct advertising angles.
• Maps every marketing claim to specific source evidence to ensure credibility.
• Categorizes angles by funnel stage from awareness through conversion.
• Generates creative concepts and visual storytelling ideas for each headline.
• Provides a prioritized testing blueprint for A/B and lift experiments.

Why this beats prompting it yourself

Generic prompts result in fluffy, unsubstantiated copy that triggers regulatory flags. This skill enforces a structured evidence-map, ensuring every headline is backed by data while simultaneously performing claim-safety checks and funnel alignment that standard LLM outputs miss.

Use cases

• Extracting high-converting hooks from hundreds of Amazon customer reviews.
• Building a data-backed creative brief for a new product launch.
• Overcoming specific customer objections with targeted consideration-stage ads.
• Generating a structured testing roadmap for Facebook or Google Ads creative.

Known limitations

Requires structured input data for product facts and reviews to achieve high-accuracy evidence mapping. Performance depends on the quality and volume of the provided customer segments and objections.