AuthorAZ

Review Metrics That Actually Matter

Focus on Patterns, Not Individual Opinions

Lesson 5 of 8 · 1 min · Updated 3 September 2026

Track These Numbers

  • Total review count — quantity indicates readership and platform trust
    • First 10 reviews matter most for algorithm visibility
  • Average rating trend over time — is it stable, improving, or declining?
    • Declining trend signals something to investigate
  • Percentage of 4–5 star reviews — reader satisfaction across the full pool
    • 70%+ is healthy; below 60% warrants investigation
  • Review velocity — how quickly new reviews are appearing
    • Slowing velocity = awareness problem; sudden spike = promo working

Ignore These Numbers

Avoid

  • Avoid: Individual star ratings — focus on patterns, not outliers
  • Avoid: Comparison to other books — different audiences, different contexts
  • Avoid: Perfect 5.0 averages — often indicates too few reviews to be meaningful
  • Avoid: Review rankings on platforms — algorithms change constantly

Monthly Review Health Check

  • Total reviews increased from last month
  • Average rating stable or improving (within 0.2 points)
  • Positive themes appearing consistently across multiple reviews
  • Constructive feedback identified for application to next book
  • Mental health stable — reviews not affecting daily mood or writing output

Productive Review Engagement

  • Thank reviewers privately — never publicly argue with negative reviews
  • Use constructive criticism to improve future books — not to revise this one endlessly
  • Save screenshots of strong reviews for marketing materials (with permission)
  • Celebrate positive reviews briefly — then return to writing the next book

All lessons in Reviews & Social Proof