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4 Practical Tips to Avoid Confirmation Bias with AI

Vision Edge Marketing

Let’s look at these three common aspects of research to understand how easy it is for confirmation bias to play out, especially in market and customer research and competitive analysis: Literature Reviews : Conducting a literature review is a common first step in any research endeavor.

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Is Your Marketing Working? Good Data Correlation Will Tell You

Salesforce Marketing Cloud

The answer lies in good data correlation. Data correlation is a statistical measure that describes the relationship between two or more things. For example, how does a person’s weight correlate with what they eat? How does a marathon runner’s race time correlate with the number of hours they train? Download the playbook.

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Do Self-Service Systems Really Lead to Better Results? Our Member Survey Offers Surprising Answers to Industry Questions

Customer Experience Matrix

I’ve already published my primary analysis on the Institute site (you can download it here ) but wanted to call out a number of findings that either contradict or confirm martech industry conventional wisdom. The bad news is that IT responsibility also correlates with lower martech satisfaction. Self-service leads to success: false.

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B2B Reads: Audience Analysis, Insight Selling, & People Development

Heinz Marketing

Most people believe B2B marketing to be dry and dull, however what researchers have found leads to this assumption is that it’s not the product or services offered that are causing this image, but how it’s presented. How to Conduct Effective Audience Analysis in Six Steps. Three Questions that Lead to Better Meetings .

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Key Findings from the 2021 ANNUITAS Enterprise Marketing Automation Platform Analysis

ANNUITAS

Too often MAPs are associated with tactical email nurturing and simple lead qualification — tactical use cases that dominate immature platform deployments. Does it offer a solid integration with Salesforce (or other, leading CRM), including a view into the lead, contact, account and opportunity objects?

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How to make the most of cohort analysis

Martech

But the online vendor must know what measures are most relevant to their business to make the most of cohort analysis. The Cohort Analysis report lets you isolate and analyze cohort behavior.” It’s the only way to make cohort analysis meaningful,” Sloan said. Which leads to the data. Segment [cohort]): Get it?

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[Research] The Influence of AI on GTM Strategies

Convince & Convert

Interestingly, marketing departments have higher adoption rates of AI, suggesting a correlation between AI use and efficiency. Two-thirds of GTM leaders say AI is also highly effective for market research, analysis, measurement, and analytics. Tip on using AI for market research and analysis. Tip on using AI for lead scoring.