Customer Insight

Customer & Audience Understanding

Understanding how customers, readers, users, and audiences think, react, and experience.

Understanding Customers at Scale

No single review, survey, interview, or support conversation tells the whole story.

Customer understanding emerges by identifying recurring patterns across many human responses, separating signal from noise, and revealing what people collectively think, experience, and expect.

Turning Customer Feedback Into Understanding

INPUT

Customer Responses

  • Product reviews
  • Service reviews
  • Book reviews
  • App store reviews
  • Support tickets
  • NPS responses
  • Reader comments
  • Survey responses
  • Customer interviews
  • Audience reactions
UNDERSTANDING

Customer Priorities & Expectations

  • Customer priorities
  • Common frustrations
  • Emerging expectations
  • Differences between customer groups
  • Sources of trust
  • Improvement opportunities

Example Reports

Shoporia 2025 Customer Experience Analysis

Analysis of customer reviews for a hypothetical e-commerce company, identifying customer priorities, satisfaction drivers, frustrations, expectations, and improvement opportunities.

Customer reviewsExperience analysisE-commerce

Sanna Marin Reader Reaction Synthesis

Analysis of reader reviews of a memoir to understand audience perceptions, emotional reactions, praise, criticism, expectations, and broader interpretation.

Reader reviewsAudience reactionPublication response

Related Types of Insights

Understand Your Customers Better

Let's discover what your customers are collectively telling you.