Ecommerce Coffee Break artwork

Stop Trusting Your Star Ratings: Why 98% of Shoppers Still Leave Your Store — Cheryl Zajac | Why Your Star Ratings Fail, How Real Feedback Boosts Sales, What Non-Buyers Reveal, How Pre-Purchase Surveys Work, Why AI Misses Human Intent (#498)

Ecommerce Coffee Break · with Cheryl Zajac · August 24, 2026 · 28 min

Summary

Conventional star ratings fail to reveal the crucial "why" behind customer behavior, particularly for the 98% of site visitors who don't convert. This episode emphasizes moving beyond simple metrics to gather deep qualitative insights from both buyers and non-buyers at every stage of the customer journey. By understanding friction points and purchase intent through targeted surveys, ecommerce businesses can unlock actionable strategies to improve conversion, customer experience, and loyalty.

Key takeaways

Themes

conversion & crocustomer retentionanalytics & attribution

Topics covered

voice of customercustomer feedbackpre-purchase surveyspost-purchase surveysnon-buyer insightsstar rating limitationscustomer journey mappingqualitative data collection

Episode description

In this episode, we dive into why website analytics and star ratings fail to show the full customer journey. Cheryl Zajac, VP of Client Insights at Bizrate Insights, shares how collecting pre-purchase and post-delivery feedback helps brands fix friction points and boost conversions. She also reveals how to capture non-buyer insights, use targeted survey triggers, and balance AI data with human understanding to drive true growth. Topics discussed in this episode: ...

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Frequently asked about this episode

What does this episode say about conversion & cro?
Implement pre-purchase surveys to understand the intent of non-buyers and identify friction points on your website, as 98% of visitors don't convert.
What does this episode say about customer retention?
Don't rely solely on star ratings; gather qualitative feedback beyond simple scores to understand the "why" behind customer actions and inaction.
What does this episode say about analytics & attribution?
Utilize expert-crafted survey questions and benchmarking data to ensure you're collecting meaningful, actionable insights, rather than just data points.
What does this episode say about conversion & cro?
Aim for at least 100-150 survey responses monthly to gain sufficient data for actionable business decisions, even for smaller brands.
What does this episode say about conversion & cro?
Extend feedback collection beyond the point of sale to post-delivery to gain insights into loyalty and retention opportunities.

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