Evidence before amplification

One audience.
One honest test.

Before choosing a channel, write down what you believe and what would change your mind. Start with a small, inspectable campaign plan.

For a message that needs a fair test.

This is a method you can read and use independently. Begin with the question, follow the prompts, and keep uncertainty visible.

Write “For this audience, this message in this context may help them take this useful action because…” Make the causal claim narrow enough to test.

Identify product, policy and availability facts that the message depends on.

Explain why the audience would encounter this channel and what permission or account would be needed.

Define the action to observe, quality signal, privacy boundary, sample limitations and stop rule before anyone publishes.

Record what was actually observed, what remains uncertain and whether to repeat, revise or stop.

A useful next step can be a decision to wait. The purpose is to make the reasoning available for inspection.

Your output

A channel-test note with a claim, permission boundary, quality signal and stop rule.

A reason to pause

Pause when a claim has no evidence or the proposed observation would compromise someone’s privacy.