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Browse all business insights and research articles from Blue Eagle Eye.

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Latest Insights

CUSTOMER INSIGHT

What Can a 1-Star Review Tell You, and What Can’t It Tell You?

A 1-star Review can reveal important Customer Pain Points and Service Failures, but it does not automatically represent the whole customer base. Learn how to turn Negative Reviews into useful Customer Insight without overinterpreting them.

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BUSINESS CASE LAB

More Loyalty Members: Does That Mean Your Loyalty Program Is Working?

More Loyalty Members do not automatically mean a successful Loyalty Program. Look beyond Enrollment to Active Members, Repeat Purchase, Retention, Incremental Revenue and Program Economics.

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BUSINESS THINKING

How Can Small Experiments Reduce Risk Before a Major Investment?

Before making a major investment, identify the assumption that could hurt most if it is wrong. Learn how Small Experiments, Hypotheses and Decision Rules can test Demand and Customer Behavior before scaling.

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CUSTOMER INSIGHT

Should You Segment Customers by Age and Gender, or by Need and Behavior?

Should Customer Segmentation start with Age and Gender or with Need and Behavior? Learn what each segmentation base is good for and how to build segments that lead to real Marketing and Business Actions.

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PRACTICAL MARKET RESEARCH

How Can You Measure Willingness to Pay Without Asking “How Much Would You Pay?”

You do not always need to ask customers directly how much they would pay. Learn how Gabor-Granger, Van Westendorp, Conjoint Analysis and Price Experiments can reveal Price Sensitivity and Willingness to Pay.

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DATA FOR BUSINESS

Is Platform Growth Coming from More Users or Higher Usage Frequency?

Platform Growth does not automatically mean the user base is becoming stronger. Break Growth into Active Users, Usage Frequency and Value per Use to identify whether the real driver is more users, more frequent usage or higher value from each interaction.

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DATA, AI & WORK TOOLS

AI Can Help Write a Questionnaire, but Where Are the Risks?

AI can draft Questionnaires quickly, but fluent questions can still create Measurement Error and Survey Bias. Learn what AI can help with and what researchers must verify before Fieldwork.

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BUSINESS THINKING

How Much Data Do You Need Before Making a Decision Without Waiting Too Long?

Not every Business Decision needs complete information. Learn how Decision Risk, Reversibility, Cost of Delay and Value of Information can help determine when to gather more evidence and when to act.

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CUSTOMER INSIGHT

How Can You Tell Whether Customers Return Because of Loyalty or Promotions?

Repeat Purchase does not always mean Customer Loyalty. Learn how to separate Loyalty from Promotion Effect using Full-price Purchase, Purchase Frequency, Retention and Incrementality.

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