Ad Angle Miner

Description

Mine the highest-converting ad angles from customer reviews, Reddit complaints, support tickets, and competitor ads. Extracts actual pain language, competitor weaknesses, and outcome phrases that real buyers use. Outputs a ranked angle bank with proof quotes and recommended ad formats per angle.

What this skill does

1. 1Scrape G2, Capterra, Amazon, and competitor review sites to extract verbatim buyer language around pain and outcomes.
2. 2Mine Reddit threads in relevant subreddits for complaints, switching stories, and buying-intent discussions.
3. 3Search Meta Ad Library and competitor ad examples to map which angles are already saturated versus untested.
4. 4Categorize all extracted language into pain, outcome, identity, fear, displacement, proof, and contrast angle types.
5. 5Score and rank every angle by evidence strength, emotional intensity, competitive differentiation, and ICP relevance, then output a ready-to-use angle bank with sample headlines.

When to use

• Your current ads are stale and you need fresh angles grounded in what real buyers actually say.
• Entering a new market and want to know which pain points competitors are ignoring.
• Briefing a copywriter or creative team and need validated hooks with proof quotes to work from.
• Auditing a competitor's ad messaging to find positioning gaps you can claim.

Tools used

Frequently asked questions