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Worldview and market diagnostic

Last updated May 29, 2026 · 2 min read

Two angles usually read together — "can readers get in (worldview)" + "is this distinct in the market."

AI Beta Readers "Reader Feedback" tab: per-reader diagnostics — Opening Impact and Character Analysis — each list every reader (Alex, Olivia, Marcus) with their own 0-10 sub-score next to a short comment (illustrative content).

Worldview

In Reader feedback, the Worldview diagnostic has two sub-scores:

Sub-score Examines
Clarity How quickly readers grasp the time / rules / setting
Information load Is the setting overloaded (info-dump) or too thin

Common issues: an info-dump in Chapter 1, setting that's never used, assuming too much prior knowledge, settings that conflict within the same book.

Market

The Market diagnostic's sub-score is word-of-mouth — a composite of how willing readers are to recommend it. It weighs:

  • Category fit — does the genre you wrote read like that genre
  • Differentiation — is there a distinctive angle
  • The Market simulation beneath Reader feedback also lists comparable works and Kindle expected reviews to help you position

Not a marketing substitute

This diagnostic is AI inferring market fit from your content — final marketing decisions need human judgment.

Related

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