Efficacy means somethings ability to produce the intended result. In online advertising, it is virtually synonymous with effectiveness.
The difference between efficacy and effectiveness is that efficacy is whether or not something worked (eg drove sales), whereas effectiveness is how well it works (eg drove more/fewer sales).
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