fatigue-frequency-manager

Diagnose ad creative fatigue versus audience saturation from frequency, CTR, and CVR trends.

Updated Jul 2, 2026
One-click install
npx skills add https://github.com/qaz26688442/bo-car --skill fatigue-frequency-manager-qaz26688442
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fatigue-frequency-manager
Source: https://github.com/qaz26688442/bo-car/tree/main/.agents/skills/fatigue-frequency-manager
Command: npx skills add https://github.com/qaz26688442/bo-car --skill fatigue-frequency-manager-qaz26688442

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? When a scaled paid campaign shows rising frequency and falling CTR or CVR, it is hard to tell whether the creative is tired, the audience pool is exhausted, or conversion tracking is broken. This Skill reads the trend against an early-flight baseline and returns one clear trigger per ad set: Rotate-creative, Widen-audience, or Hold. ## Core Features & Use Cases - Baseline-based decay analysis: Builds frequency, CTR, and CVR slopes against the first stable post-learning window instead of judging from a single-day snapshot. - Fatigue vs saturation diagnosis: Separates creative fatigue (CTR decays while reach still grows) from audience saturation (reach plateaus while frequency climbs), since each takes a different trigger. - Measurement-signal protection: Cross-checks CVR drops against GA4 or ecommerce order data so a broken-tracking signal is flagged and routed to the auditor rather than acted on. - Use Case: Your prospecting ad set hit frequency 6.2 and CTR halved over two weeks. Provide the daily campaign export and receive a per-ad-set read naming the dominant cause, the threshold that fired, and whether to rotate creative or widen the audience. ## Quick Start Ask the assistant to read your daily ad-set export for fatigue and tell you whether to rotate the creative, widen the audience, or hold.

Frequently Asked Questions about fatigue-frequency-manager

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I tell if my ad is suffering from creative fatigue?▼

Creative fatigue shows as CTR decaying and frequency rising while reach is still growing, meaning the same people keep seeing a tired ad. Compare current metrics as a slope against the early-flight baseline after learning-phase exit, not a single-day snapshot.

What is the difference between creative fatigue and audience saturation?▼

Creative fatigue means the ad itself is worn out while the audience pool still has new people, so you rotate creative. Audience saturation means reach has plateaued and frequency climbs because delivery ran out of new users, so you widen the audience instead.

What frequency is too high for a prospecting ad set?▼

There is no universal frequency ceiling; prospecting sets tolerate lower frequency than warm retargeting sets before decay. The Skill states the objective-specific ceiling it used and whether it was breached rather than asserting a fixed rule like frequency 3.

Can I diagnose ad fatigue from a single-day campaign snapshot?▼

No. A fatigue slope cannot be read from one row of data. You need a daily or weekly time-series export with impressions, reach, frequency, CTR, and CVR, plus the learning-phase exit date to set the baseline window.

Why did my CVR drop even though CTR looks stable?▼

A falling CVR can be genuine saturation or a measurement fault such as broken or double-counted conversion tracking. The Skill cross-checks CVR against GA4 or ecommerce order data and flags untrustworthy signals for the auditor instead of firing a trigger on dirty data.

Does this tool build the replacement ad creative?▼

No. It only diagnoses fatigue and returns the Rotate-creative trigger. Producing the replacement ad is handled by the ad-creative-builder skill, and RQS scoring or vetoes belong to ad-account-auditor.