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Guide · marketing data

Useful measurement starts with one business question, a clear data source and consent. Build a practical picture without drowning in dashboards.

Michel Zvigi · Shapo Magazine2 min readWhatsAppFacebook

Before opening a dashboard, write down the decision you want to make: which channel brings inquiries, how many progress to a conversation, or which pages help visitors get in touch.

Record the inquiry path: where a person came from, which channel they used, what happened next and whether a sale took place. Start with a clear sheet and one question.

Agree what counts as an inquiry, a new customer and a comparable period. Mark gaps in the data and keep them visible instead of guessing.

Collect only information the business needs, explain it and ask for consent where required. Do not add site tracking without consent or draw conclusions from one data point.

Test one change at a time, record what changed and measure again. Data then becomes a decision tool instead of decoration in a report.

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