Creative Agent
Stop paying for ads that already stopped working.
Three things you get on day one — no jargon, no dashboards to interpret.
01
Stop subsidising creative that's already lost.
The agent catches the trend weeks before the platform's native fatigue label fires, and ranks every problem by how much it's costing you this week.
42
Critical alerts
110
All alerts
$84K
Critical · weekly
$312K
Under any alert
02
Know your real refresh cadence per platform.
Most teams run one refresh schedule across every channel. The agent's first finding on most accounts is that the cadence is wrong on at least one platform.
TikTok
5–6 wk
PMax
7 wk
Meta
8+ wk
03
Brief production on what'll actually work next.
A ranked list of which concepts are still strong, which are tired, and where the next variant earns the most. Production budget stops getting spent on refreshes nobody needed.
Pause hero video $8.4K/wk
Kill
Refresh concept B $5.1K/wk
Refresh
UGC carousel $3.2K/wk
Monitor
What it looks like Monday morning.
Creative fatigue intelligence · this week
8‑week window · per‑account calibration
42
Critical alerts
+8 from last week
110
All alerts
Across 3 platforms
$84K
Weekly spend · critical
27% of total
$312K
Spend under any alert
acting now saves ~$48K
TikTok · Hero video v3 · Ad Group AGT-2241
Click‑through collapsed 8.6% → 1.7% over six weeks · frequency 7.4 · CPA up 2.3×
$8.4K weekly
92% conf.
Meta retention · Concept B · Carousel set
Frequency 9.1 · CPM rising 18% · ROAS down 41% over four weeks
$5.1K weekly
88% conf.
Google PMax · Asset group "spring promo"
Relevance score down · auction pressure rising · creative still earning
$3.2K weekly
74% conf.
Meta prospecting · UGC carousel · Set MP-118
CTR softening · frequency normal · early signal, watch list
$2.8K weekly
68% conf.
The reason it works
01
Your audience is tired
People have seen this ad too many times. Frequency is climbing, click‑through is dropping, and the trajectory is unambiguous.
Refresh the creative.
02
The algorithm is punishing you
The platform's relevance score has decided your ad isn't earning the impression. Quality scores are sliding, costs are rising even at flat frequency.
Improve relevance — or replace.
03
The auction got harder
The creative still works; competition just walked in. CPMs jumped, your relevance scores held, conversion rate didn't move.
Adjust bidding, not creative.
04
Something else broke
Click‑through fell but frequency is normal. Landing page, conversion path, or the market — something external changed.
Investigate before refreshing.
Or just ask it.
Which TikTok ads should I pause before Monday's stand‑up?
Creative Agent · live data
Pause both. Click‑through has collapsed from 8.6% → 1.7% over six weeks with high confidence.
Two TikTok ad groups are in critical fatigue this week. The strongest signal is on Hero Video v3 — it's been losing click‑through since week 2.
Hero Video v3 · CTR · 8 wk
92% conf.
Is our top‑performing concept tired, or is it just one execution that's stale?
Is this the auction getting harder, or is the audience burned out?
Show me every ad over $1K a week where costs are rising but clicks are flat.
What's our actual refresh cadence on Meta retention right now?
From day one to first decision
What your first week looks like.
The agent goes live on Monday. By Friday, you're refreshing on data, not on a calendar.
Wed - Fri
The loop runs
Approved pauses go through the Execution Agent. New variants get briefed against the patterns the agent flagged. Every alert has the trend behind it; every recommendation has a reason. By the end of the first week, the team has a list of refreshes ranked by impact, a real per‑platform cadence, and a creative calendar built on what's actually working.
For the technical reviewer
Every morning, the agent fits a trend on six signals — frequency, click‑through, CPM, CPA, ROAS, reach — across the last eight weeks. Alerts come with a confidence score; the noisiest signals require multiple consecutive weeks of decline before firing; alerts stay stable for at least three days once they trigger; and per‑account calibration learns your baseline volatility from 120 days of history before any threshold trips.
Plain English: real models, calibrated to your data, designed not to interrupt unless something is actually happening.
CTR · fitted regression
R² 0.87
Impressions ≥ 100
Spend ≥ $50
Running ≥ 7 days
One agent in a system of seven
Budget Agent
Tells the Creative Agent where spend is concentrated, so the alert list is ranked by what's actually leaking.

Execution Agent
Approved pauses and refreshes get pushed on‑platform with full audit trail. Reversible, traceable, logged.

Planning Agent
The Creative Agent's per‑platform refresh cadence flows into next quarter's production planning.

Ad platforms
Meta, TikTok, Google PMax. Six signals, eight‑week window, per‑account calibration on your own data.


