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How to ThinkIn the Age of AI

Four audience-mapping questions before finalizing any output

For every output, answer four audience-mapping questions before finalizing: (1) Who specifically needs this? (2) What do they need from it? (3) Where do they consume information? (4) When do they need it?—then format and time distribution accordingly.

When This Fires

Common Failure Mode

Producer-centered distribution: formatting and distributing based on what's convenient for the producer rather than what serves the audience. Sending a PDF because it's easy to export, posting on the channel you're already in, distributing whenever the output is done rather than when the audience needs it.

The Protocol

(1) Before distributing, answer all four questions: (1) Who specifically needs this? Name roles or people, not "everyone." (2) What do they need from it? The specific decision, action, or understanding this output should produce. (3) Where do they consume information? The specific channel, tool, or medium they check regularly. (4) When do they need it? The deadline or optimal timing for maximum impact. (2) Format the output to match the answers: length for the audience's attention span, structure for the medium, tone for the relationship. (3) Distribute through the identified channel at the identified time. (4) If any question can't be answered ("I don't know who needs this"), pause distribution and clarify before sending — distributing to an unknown audience through an unknown channel at an unknown time is broadcast, not communication. (5) For recurring outputs, answer these questions once and encode the answers in your template (Design near-complete templates for recurring outputs…).