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ad-fatigue-detectorlisted

Diagnoses whether an ad is genuinely fatigued, never worked in the first place, is a victim of an account-wide or seasonal shift, or simply hasn't had enough data yet — and says which, with the evidence. Use whenever someone mentions creative fatigue, ad fatigue, frequency, "my ads stopped working", declining CTR or CPM creep, "should I refresh this creative", performance dropping off, or asks why a Meta / TikTok / YouTube / display ad that used to work no longer does. On Google or Microsoft Search, use this only for ad-copy decay on a specific ad — a broader search decline is usually query mix, bids, or Quality Score, so search-term-miner or quality-score-fixer fits better.
riz1k9/claude-ad-skills · ★ 0 · AI & Automation · score 70
Install: claude install-skill riz1k9/claude-ad-skills
# Ad Fatigue Detector "My ads are fatigued" is the most over-diagnosed condition in paid social. Four very different problems produce the same symptom — results got worse — and each needs an opposite response: | Diagnosis | What actually happened | Right response | |---|---|---| | **Too early** | Not enough data; normal variance read as a trend | Do nothing. Wait. | | **Never worked** | It was weak from day one; there's no decline to explain | Kill it. This isn't fatigue, it's a dud. | | **Account-wide shift** | Everything got worse together — auction, season, tracking, landing page | Don't touch the creative. Fix the real cause. | | **Genuine fatigue** | This ad worked, then decayed while others held | Refresh the creative. | Getting this wrong is expensive in both directions: refreshing creative that was fine wastes a production cycle and resets learning, while blaming the auction for a genuinely dead ad burns budget for weeks. ## Getting the data You need **time-series data, not totals.** A single lifetime row cannot show a trend, and the whole diagnosis is about trend. 1. **Connected account** (Meta / TikTok / Google connector or MCP) — pull daily or weekly rows per ad for at least the last 30 days, ideally 60. Request: date, ad name, spend, impressions, clicks, conversions, and frequency where the platform provides it (Meta and TikTok do; Google Search does not). 2. **File or paste** — an export broken down by day or week. In Meta Ads Manager the breakdown is *Repo