Score TikTok Ads performance
ads-tiktokskillsetup L2★20
naveedharri/benai-skills ↗Causal-lift measurements
ad-account-auditing-44pp vs no-skill baselinewith-skill 40% · baseline 84%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Score TikTok Ads campaigns on creative quality, technical setup, bidding, and performance
Best for
Auditing TikTok Shop integration and creative testing velocity when account is underspending on winners
Inputs
- · TikTok Ads Manager export
- · Pixel/Events API status
- · video creative assets
Outputs
- · TikTok Ads Health Score (0-100)
- · findings report
Requires
- · TikTok Pixel
- · TikTok Events API
Preconditions
- · TikTok Pixel installed
- · ≥6 creatives per ad group required
- · 9:16 vertical format compliance
Failure modes
- · hook missing in first 1-2 seconds
- · silent video ads (TikTok is sound-on)
- · creative active >7 days with declining CTR
- · budget <50x target CPA
Trust signals
- · 25-check audit with platform-specific specs
- · Safe Zone diagram (X:40-940, Y:150-1470)
- · Spark Ads benchmark (~3% CTR vs ~2%)
- · TikTok Shop CVR benchmark >10%