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creative-fatigue-detection

Review daily Meta ad performance to spot signs that audiences are tiring of your creatives. Classify ads by urgency using click rates, frequency, costs, and engagement trends, then plan which creatives to replace and when.

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Monitors your ads for early signs of fatigue before performance fully collapses. Tracks frequency buildup, CTR decay, CPM increases, and engagement drops across all active creatives and tells you which ones need rotation now vs next week. Platform: Meta.

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适用场景

  • Checking the weekly health of active Meta ads
  • Prioritizing creative replacements before review meetings
  • Investigating creative fatigue as acquisition costs rise
  • Reviewing creative fatigue after increasing campaign budgets

包含的文件(1)

  • SKILL.md2.5 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

4/ Creative Fatigue Detection — Meta

What it does

Monitors your ads for early signs of fatigue before performance fully collapses. Tracks frequency buildup, CTR decay, CPM increases, and engagement drops across all active creatives and tells you which ones need rotation now vs next week.

How it works

Claude looks at daily performance trends for each ad — CTR trajectory, frequency accumulation, cost per result movement, and engagement rate changes. It flags ads showing consistent decline over 3+ days and categorizes them as urgent (replace now), warning (1-2 weeks left), or healthy (still performing).

Practical example

You're running 14 ads across 5 ad sets on Meta. Claude flags 3 ads as urgent — they've lost 40%+ CTR over 8 days with frequency above 3.5. Four more are in warning status with CTR declining 5-10% per day. The remaining 7 are still healthy. Claude also notes that your top performer from last month has shifted from urgent to dead — it's been running 6 weeks and the audience has seen it an average of 5.8 times.

What you get back

  • Each ad categorized as urgent, warning, or healthy with supporting data
  • Days of useful life remaining for warning-status ads
  • Frequency and CTR trend data for each creative
  • Recommended rotation schedule based on current trajectory
  • Which audiences have been overexposed to which creatives

When to use it

  • Weekly creative health checks across all active campaigns
  • Before creative review meetings to prioritize what needs replacing
  • When CPA starts creeping up and you suspect creative is the cause
  • After scaling campaigns, because higher budgets burn through creatives faster

Data access (Ryze MCP)

This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:

  • claude.ai / Claude Desktop: Settings → Connectors → Add custom connector → https://connector.get-ryze.ai/mcp
  • Claude Code: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
  • Cursor: Settings → MCP → add the same URL

Setup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp

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