Lesson 48 lessons
Generating Ad Copy for Products
Matching copy to the platform and funnel stage
Cold audience ads need a strong hook and problem/benefit framing. Retargeting ads to warm audiences can reference urgency or social proof directly since they already know your brand.
Generating multiple ad variants for testing
Ask for 5-8 ad copy variations testing different angles (problem-focused, benefit-focused, social proof, urgency, question hook) rather than minor wording tweaks — real variety produces meaningful test data.
Compliance and platform policy checks
Review AI-generated ad copy against your ad platform's policy (no exaggerated health claims, no misleading urgency like fake countdown timers) before submitting — policy violations can get your ad account restricted.
Key Takeaways
- Match copy angle to funnel stage — cold audiences need a stronger hook.
- Generate genuinely varied ad angles, not minor wording tweaks.
- Always check AI-generated copy against your platform's ad policy before submitting.
- Policy violations risk account restriction — this check is non-negotiable.
Generate 5 varied ad angles
Generate 5 ad copy variations for one product testing different angles, then check each against your ad platform's policy guidelines.