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4 Practical Tips to Avoid Confirmation Bias with AI

Vision Edge Marketing

Confirmation bias can occur at the outset in how we develop and field surveys, conduct interviews or focus groups , and analyze the competition. Survey/Instrument Construction : The construction of surveys is a critical aspect of research methodology that can fall prey to confirmation bias.

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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

The CDP Institute just published its annual Member Survey, which is always a treasure chest of interesting data. 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.

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[Research] The Influence of AI on GTM Strategies

Convince & Convert

The 23-page research study, How Go-To-Market Strategies are Evolving with AI , surveyed 275 go-to-market leaders across various departments to explore AI usage in GTM teams, its impact on strategy, successful AI technology stacks, and future AI benefits. Team alignment is a consistent priority across all GTM departments surveyed.

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Why Marketers Should Be On the Lookout For Unjustified Survey-Based Conclusions

B2B Marketing Directions

This is the second of my series of three posts discussing several issues that can affect the validity of survey findings and/or the credibility of survey reports. So, many B2B marketers are now both producers and consumers of survey-based content. These two "variables" just don't have a common-sense relationship.

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How AI insights improve decision making

Sprout Social

The visualization helps strategists find hidden patterns, trends and correlations. Easier decision-making AI insights arm decision-makers with comprehensive, real-time data analysis, reducing reliance on guesswork and intuition. As an example, let’s look at a bank that wants to improve its customer service.

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Does Your Plan Enable You to Seize Growth Opportunities?

Vision Edge Marketing

Since 1997, PwC has conducted a survey of CEOs to learn what they foresee in each coming year Over the years, the PwC research found there is a strong correlation between a chief executive’s expectations for their own organization’s growth and that of global GDP growth. It’s still the top mandate for every organization.

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Maximizing Business Success: 5 Strategic Methods for Collecting Valuable Insights

Heinz Marketing

Market Research and Analysis Market research and analysis form the foundation of informed decision-making for businesses. Surveys both online and offline, provide quantitative data and statistical insights into consumer preferences. Ultimately, this analysis aids in refining strategic planning.

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