Generate high-performing ad copy variations
ad-creativeskillsetup L1★2
Faiz07yo/digital-marketing-pro ↗Causal-lift measurements
ad-copy-generation-4pp vs no-skill baselinewith-skill 92% · baseline 96%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Generate platform-specific ad copy variations with quality scoring and A/B testing plan
Best for
Bulk generating ad copy to test multiple angles simultaneously when you have a tight campaign deadline
Inputs
- · product/service description
- · platform(s) (Google/Meta/LinkedIn/TikTok)
- · target audience
- · offer/CTA
Outputs
- · 3-5 ad variations per platform
- · quality score per variation (1-10)
- · A/B testing recommendation with hypothesis
Requires
- · brand context (branding.md)
Preconditions
- · brand profile exists or defaults accepted
- · landing page URL optional
Failure modes
- · policy violation (restricted claims)
- · message mismatch with landing page
- · character limit overage
Trust signals
- · brand alignment checks
- · platform-specific character limits enforced
- · policy compliance scoring
- · A/B testing grouping logic