Do I know my audience but analyze: assumptions or data? Map audience understanding: assumed persona vs. actual data vs. content fit. Calculate: creating for assumptions vs. creating for reality vs. engagement. Show me the persona accuracy: my assumptions vs. reality. Give me the truth: I'm creating for imaginary audience. Include: whether persona is accurate, how to get real data, and what assumptions are wrong.