Lifecycle Campaign Testing Agent

I'll find the single highest-impact lifecycle test in your onboarding funnel and brief your writer so the test is ready to launch.

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About this agent

Lifecycle teams often test the wrong thing or repeat a test that already lost. This agent scores every candidate by volume, lift, and value, picks the highest-impact idea, and briefs your writer with a lift range and kill condition.

What you get

Prioritized test brief with hypothesis, lift range, and kill condition, delivered when you mention the agent.

Handoff brief to your content writer with constraints and segmentation, delivered when a new test is picked.

Updated test history log recording wins, losses, and outcomes, delivered when a test's window closes.

What this agent does

Starts by reading everything already known

Before recommending anything, it reviews your funnel dashboard, every active test, and the full test history, so it never repeats a test that already lost.

Scores every candidate before picking one

It weighs each opportunity by addressable volume, expected lift, value per conversion, and evidence strength, then rejects candidates that overlap active tests or retest a recent loss without new evidence.

Quantifies the bet before writing it up

It defines the metric, a realistic lift range, the sample size and duration needed, and a kill condition, so the test has a clear way to fail as well as succeed.

Writes one disciplined brief, not a dozen ideas

It adds a single structured brief to your test backlog covering the data, diagnosis, recommendation, expected impact, and the alternatives it considered and rejected.

Hands the brief straight to your writer

It tags your content writer with the brief, constraints, and segmentation guidance, following your brand voice guide so the copy is ready to draft.