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Improve CTR (Protein Bar) - Test 2

Improve CTR - Protein Bar
Poll complete
100 people answered in about 2 hours.
100 US-based respondents100 ResponsesSeptember 10, 2025Private
September 10, 2025Private

Q: If you were shopping on Amazon for peanut butter chocolate chip protein bar, which listing would you click on?

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AI Insights

The survey reveals three key factors influencing consumer choice: brand familiarity, price, and product presentation. Many respondents favored brands they recognized and trusted, such as Nature Valley and Quest. Price sensitivity was evident, with numerous participants opting for the most affordable options. Additionally, visual appeal played a role; images showcasing the bar outside its packaging or resembling familiar treats attracted attention. These insights highlight the importance of brand loyalty, cost-effectiveness, and engaging product imagery in driving click-through rates for protein bar listings on Amazon.

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AI Analysis

Survey Analysis

Common Themes

The survey responses reveal several recurring themes that influence consumer choice when selecting a peanut butter chocolate chip protein bar on Amazon.

  • Brand Familiarity and Trust: Many respondents expressed a preference for brands they are already familiar with, such as Nature Valley and Quest. This indicates that brand recognition plays a significant role in their decision-making process.

  • Price Sensitivity: A considerable number of participants mentioned the importance of price, opting for options that offer good value or are budget-friendly. This suggests cost is a critical factor in their purchasing decisions.

  • Product Presentation: The visual appeal of the product, including packaging design and imagery showing the bar outside its wrapper, was also highlighted as influential in attracting clicks.

Hypotheses for Further Testing

Based on these insights, several hypotheses can be formulated to explore further:

  • Impact of Brand Loyalty: Investigate whether consumers who prefer well-known brands like Nature Valley would switch to lesser-known brands if offered at significantly lower prices or with additional incentives.

  • Role of Visual Appeal: Test if enhancing product images (e.g., showcasing bars outside packaging) increases click-through rates compared to listings focusing solely on nutritional information or price.

  • Price Elasticity Exploration: Examine how variations in pricing affect consumer choices among different demographics to determine if certain groups are more price-sensitive than others when it comes to protein bars.

AI Themes

Likes

  • Brand familiarity and trust
  • Affordable pricing
  • High protein content

Dislikes

  • Unappealing flavor or taste concerns
  • Lack of health benefits or ingredients information
  • Higher cost compared to alternatives

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