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What do marketing attribution and predictive analytics tools do?

Martech

Marketing attribution and predictive analytics platforms are software that employ sophisticated statistical modeling and machine learning to evaluate the impact of each marketing touch a buyer encounters along a purchase journey across all channels, with the goal of helping marketers allocate future spending.

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The Dark Side of Marketing Attribution

ANNUITAS

Throughout my career at ANNUITAS, I have probably spent more time thinking about and enabling Marketing Attribution models than any other activity. To understand the outcome that more and more business are trying to move towards, it makes sense to first examine the fundamentals of Marketing Attribution models.

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What Is Marketing Attribution and Why It Matters Now More Than Ever

Marketing Insider Group

Marketers are under increasing pressure to show measurable results to the business. Marketing attribution is something I’ve been a little obsessed with since I started blogging. In the end, you have to be willing to take accountability for the success (or failure) of your marketing activities.

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8 Questions to Ask Before Investing in Marketing Attribution

The Point

[Thanks to Anne Angele, Spear’s esteemed Director of Marketing Technology, for this month’s guest post.]. Marketing attribution is a hot topic these days in B2B circles. Fortunately, there are now some excellent third-party reporting, analytics and attribution tools that can help marketers get closer to attribution nirvana.

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Marketing analytics: What it is and why marketers should care

Martech

To meet that challenge, marketers need insights into the vast quantities of data being generated from the wealth of customer touchpoints. Tools are even giving marketers the ability to predict interactions in order to increase efficiency and allow for real-time adjustments. Data and analytics take the guesswork out of marketing.

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Why you should add predictive modeling to your marketing mix

Martech

Predictive analytics provides a solid foundation for data-driven decision-making for marketing campaigns. But while most marketing leaders already use some form of predictive analytics, specifically predictive modeling, many still struggle to fully integrate it into their decisions.

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The Top 10 Marketing Attribution Software Solutions

Oktopost

How can marketers better understand where to invest their budgets if they can’t be sure which marketing channel to attribute success or failure to. What Are Attribution Models? Why Multi-Touch Attribution Models Dominate the Landscape. The modern customer journey is not linear.