Define the result before allocating money
Decide whether you want purchases, qualified inquiries, appointments or awareness. Record the total monthly budget and the amount you can risk on an experiment. A click is useful evidence, but it is not automatically a customer.
Use consistent acquisition costs
Divide a channel’s spend by its attributed customers to estimate customer acquisition cost. If you only track leads, report cost per lead. Include the date range, attribution method and missing costs so comparisons remain understandable.
Make one measurable change
Keep successful campaigns stable while testing a limited change to audience, creative or channel allocation. State a review date and stop condition. Account for seasonality and small samples before drawing conclusions.
Compare peers carefully
A benchmark is useful only when its source, industry, geography and measurement period are reasonably comparable. Treat it as context rather than a guarantee for your own business.
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