AI for Shopify ads

Generating and structuring ad copy variations for Meta and TikTok that are worth testing.

Ads · Intermediate · 7 min

Ad testing needs variation along one axis at a time. Ten headlines that say the same thing differently teach you nothing; three that lead with different objections teach you a lot.

Define the angles first — price, speed, durability, social proof — then generate copy per angle.

Keep the landing page in the brief. Ad copy that promises something the product page doesn't repeat converts badly regardless of how good the hook is.

Steps

• List four distinct buying objections from reviews and support.
• Generate three headline and primary-text pairs per objection.
• Check each against your product page for a matching promise.
• Test one angle per ad set rather than one headline per ad set.