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AI TikTok Ads Agent — Analyze Campaign ROAS and Creative Performance

Hyper AIHyper AI
February 8, 2026Marketing
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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:

  1. Connect your TikTok Business account
  2. AI pulls campaign and creative-level data
  3. Video performance is analyzed for hooks and watch time
  4. 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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