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The Analytics Blog
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The Real Reason Marketing ROI Is So Hard to Prove
Marketing ROI is not hard to prove because marketing lacks value. It is hard to prove because most reporting systems do not connect marketing activity to revenue quality, profitability, retention, and financial confidence.

Boshra Kargar
Apr 277 min read


Why Channel Metrics Without Financial Context Mislead
Channel metrics help marketing teams understand activity, but without financial context they can lead executives toward the wrong budget, growth, and profitability decisions.

Boshra Kargar
Feb 137 min read
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