Competition for commercial searches in London is dense, and cost per click in the capital tends to run above the national average for the same keywords. A budget set by instinct, such as "£1,500 a month and see what happens", usually runs out before the data says anything useful.
Starting from margins gives every click a ceiling, and the ceiling tells you which keywords are viable.
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