AI TikTok Ads Agent — Analyze Campaign ROAS and Creative Performance


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Description
About this template
How this agent works
Analyzes TikTok ad campaigns, ROAS, and creative performance to identify what's driving results.
Here's how it works:
- Connect your TikTok Business account
- AI pulls campaign and creative-level data
- Video performance is analyzed for hooks and watch time
- Get recommendations for creative and targeting
Why use this agent?
- •See which creatives are driving results
- •Identify hook effectiveness and watch time patterns
- •Get audience optimization recommendations
- •Find scaling opportunities based on performance
Who is this for?
- •E-commerce brands advertising on TikTok
- •Marketing agencies managing TikTok campaigns
- •Creative teams testing video ad performance
TikTok Ads Performance Analysis
This AI agent connects to your TikTok Business account and analyzes campaign performance with a focus on creative effectiveness. It pulls spend, conversions, and ROAS alongside video-specific metrics like hook rates, watch time, and engagement.
The output includes top performing creatives, audience segment analysis, and recommendations for scaling what's working.
What Gets Analyzed
Campaigns: Impressions, reach, CTR, conversions, cost per result, and ROAS. Performance trends and budget pacing.
Creative: Video view rates, hook effectiveness (first 3 seconds), average watch time, engagement rates. Top performers vs underperformers.
Audiences: Demographic breakdown, interest targeting results, geographic performance.
Who This Is For
Agencies: Analyze client TikTok accounts and surface creative insights. Identify what's scaling and what's fatiguing.
SMBs: Understand which videos are working without manually digging through TikTok Ads Manager.
In-house teams: Faster creative performance reviews. Clear data for deciding what to test next.
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