Multi-Channel Attribution Modeling: The Good, Bad and Ugly Models

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There are few things more complicated in analytics (all analytics, big data and huge data!) than multi-channel attribution modeling. We have fought valiant battles, paid expensive consultants, purchased a crazy amount of software, and achieved an implementation high that is quickly, followed by a " gosh darn it where is my return on investment from […]

See-Think-Do: A Content, Marketing, Measurement Business Framework

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The world does not need a new business framework. I get "About 269,000,000 results (0.25 seconds)" for business framework on Google today. But most of the frameworks available to us solve for divisional silos. For example AIDA is from the siloed lens of Marketing (and full disclosure, I humbly believe serves company's own selfish perspective). […]