Manuscript Engagement Analytics

Core Lens

Reader engagement can be approximated by mapping value over reading time. A manuscript with long stretches between useful payoffs, vague topic headings, or reader-comment dropoff is signaling where readers may get bored, confused, or stuck.

Use this skill to:

• Generate heading-level word-count maps.
• Find slow starts and long slogs.
• Audit whether headings promise reader takeaways.
• Interpret beta-reader comment locations and abandonment.
• Produce a revision queue for value pacing.

Reference Routing