Audit TikTok ads for UGC optimization
ads-tiktokskillsetup L2★4,890
AgriciDaniel/claude-ads ↗Causal-lift measurements
ad-account-auditing-28pp vs no-skill baselinewith-skill 56% · baseline 84%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Audit TikTok ads campaigns for creative and technical optimization
Best for
Mobile-first, younger-demographic campaigns where native-style UGC content drives 3x+ CTR vs polished corporate ads.
Inputs
- · TikTok Ads Manager export
- · Pixel/Events API status
- · Creative performance data
Outputs
- · TikTok Ads Health Score (0-100)
- · Creative testing framework
- · Findings report
Requires
- · TikTok Pixel
- · Events API with ttclid
Preconditions
- · TikTok Ads account
- · Pixel installed
Failure modes
- · Creative fatigue kills CTR >7 days
- · 9:16 non-compliance disqualifies ads
- · Editing during learning phase resets optimization
Trust signals
- · 28-check audit framework
- · Spark Ads vs standard CTR comparison (3% vs 2%)
- · Safe zone diagram (X:40-940, Y:150-1470 px)
- · TikTok Shop integration steps
- · 3-day kill rule for underperforming creatives
- · Trending audio requirement (sound-on platform)
- · Video Shopping Ads with Shop tab