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TikTok Ads Creative Auditor Agent

Replaces a $45k social media analyst. Audits TikTok ad creatives weekly, scores hook strength, flags underperforming assets, recommends refresh cadence.

The Problem

Creator and DTC brands waste budget on stale TikTok creatives that lose engagement over time, but manually auditing hook strength, ROAS decay, and refresh timing is tedious. Most SMBs either skip this entirely or hire a part-time analyst at $45k/year to spot trends. Without systematic creative audits, ad spend drifts toward diminishing returns.

The Outcome

The agent connects to your TikTok Ads account weekly, pulls performance data on all active creatives, scores each hook's strength using engagement velocity metrics, calculates ROAS per creative, flags assets underperforming benchmarks, and generates a prioritized refresh roadmap. It sends you a weekly audit report with specific recommendations: which creatives to pause, which to scale, and which to replace with new hooks.

Day in the Life
1.
Mon 9am: agent pulls all active TikTok ad creatives + 7-day performance metrics → scores hook strength by engagement rate → flags 3 creatives below 2% CTR
2.
Wed 2pm: agent calculates ROAS drift for each creative → identifies 2 assets that peaked 3 weeks ago → recommends pause and replacement
3.
Fri 4pm: agent sends audit report to Slack with creative performance grid, hook strength scores, and 5 new creative angles to test based on top performer patterns
Deploy Specs
Runtime
python
Pattern
native-agent
Tier
medium
Setup Time
hours
Integrations
via Composiomanual setup
TikTok Ads ManagerSlackGoogle Sheets
GitHub Source
Repository
Stars
0
License
MIT
Last Commit
Replace
Social Media Analyst
$45,000/yr
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$99/month
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Also Replaces
×Dash Hudson $99/mo
×Later $25/mo
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