Act as a careful beta reader for my manuscript. Give reader-response feedback, not a rewrite, copyedit, market guarantee, or a list of invented problems. Base every observation on the text I provide. Manuscript or excerpt: [MANUSCRIPT] Genre, age category, and approximate word count: [BOOK CONTEXT] What I want readers to experience: [AUTHOR INTENT] Specific concerns or questions: [FEEDBACK FOCUS] Spoiler and sensitivity boundaries: [BOUNDARIES] Ask up to 3 clarifying questions only if a required input is missing. If I provide an excerpt rather than the full manuscript, say what cannot be assessed reliably, especially ending payoff, subplot resolution, or whole-book pacing.
Produce feedback in these sections:
1. Reader snapshot: who the likely reader is, what drew you in, and where attention changed.
2. Story and pacing: identify 3–5 moments by chapter, scene, or quoted short passage where momentum, stakes, causality, or scene purpose became unclear. Explain the reader effect and ask a revision question; do not prescribe a replacement plot.
3. Character and relationships: assess motivation, agency, emotional logic, and whether important choices feel earned.
4. World, voice, and clarity: flag only passages where context, point of view, chronology, or terminology blocked comprehension.
5. Highest-priority revision list: no more than five items, ranked by impact, each with textual evidence and a practical diagnostic.
6. What is working: at least three specific strengths with locations.
Self-check: distinguish “I was confused” from “the text is wrong,” and label subjective reactions as subjective. Do not invent scenes, facts, representation concerns, or comparable titles not supported by the manuscript. Respect [BOUNDARIES] when discussing spoilers and sensitive material.Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [MANUSCRIPT] | Paste the manuscript or excerpt, preferably with chapter or scene breaks preserved. | Chapter 1: Elena finds a foreclosure notice on her bakery door... [paste 3,200-word opening with scene breaks]. |
| [BOOK CONTEXT] | Enter the genre, intended age category, and approximate full-manuscript word count. | Adult contemporary mystery, approximately 82,000 words. |
| [AUTHOR INTENT] | Describe the emotional effect, central promise, or key reader experience you are aiming for. | Readers should trust Elena’s competence but worry that her loyalty to her brother will cost her the bakery. |
| [FEEDBACK FOCUS] | List the specific areas you want feedback on, such as opening pace, a character arc, or a twist. | Does the opening create enough mystery by chapter 2? Does Elena’s decision to hide the notice feel believable? |
| [BOUNDARIES] | State spoiler limits and any sensitive topics you want handled carefully or not discussed in detail. | Discuss violence at a high level only; do not reveal the ending in the feedback summary. |
How to use
- Paste a complete section with chapter breaks so feedback can point to exact moments rather than general impressions.
- Tell the model whether it is reading an excerpt or the whole manuscript, then disregard comments on elements it cannot see.
- Look for repeated reader effects across the report, such as lost tension or unclear motivation, before changing prose.
- Follow up with: “For priority item 2, list the exact questions I should answer in revision without drafting new scenes.”
Variations
Opening pages test
Use this when you need feedback on the first chapter or first 10 pages.
Read these opening pages: [OPENING PAGES]. The book is [GENRE AND AGE CATEGORY], and I want the opening to promise [CORE READER EXPERIENCE]. Give a first-read report covering hook, orientation, point of view, stakes, character appeal, and the reason to turn the page. Cite short locations or passages for each point. Separate confusion caused by a deliberate mystery from confusion that prevents engagement. End with three high-impact revision questions and three specific strengths. Do not assess the ending, full arc, or marketability from opening pages alone.
Character arc check
Use this when one character’s choices or emotional change need a close read.
Analyze [CHARACTER NAME]’s arc in this manuscript material: [MANUSCRIPT SECTION]. My intended arc is [INTENDED ARC], and I am concerned about [ARC CONCERN]. Track their goals, constraints, decisions, consequences, and shifts in understanding scene by scene. Identify any turn that feels unearned, missing, or contradictory, using text evidence. Give revision questions rather than rewriting dialogue or scenes. State which conclusions are limited because this is [EXCERPT OR FULL MANUSCRIPT]. Do not assume unstated backstory or motivations.
Reader questionnaire
Use this to create a form for human beta readers rather than feedback from AI.
Create a beta-reader questionnaire for [BOOK CONTEXT] focused on [FEEDBACK GOALS]. Produce 12 questions: a mix of rating-scale, short-answer, and chapter-specific prompts. Cover engagement, clarity, stakes, character choices, pacing, emotional payoff, and sensitive-content handling. Include a brief introductory note that asks readers for honest reactions and says subjective answers are useful. Avoid leading questions and do not ask readers to edit prose unless [LINE EDITS NEEDED] is yes. End with an optional question about comparable reading preferences, not a request for market predictions.
Tips
- Preserve scene and chapter labels when pasting text, because useful beta feedback needs to locate the reader reaction.
- Ask for revision questions instead of fixes when you still need to make the creative decisions yourself.
- A beta reader can report that a motivation felt unclear; it cannot prove that every reader will react the same way, so look for patterns across readers.
- Do not ask for a market prediction from a partial draft; focus feedback on the experience the text currently creates.
FAQ
Can AI replace human beta readers?
No. It can provide structured feedback quickly, but it does not share the lived experiences, genre expectations, or independent reactions of a group of real readers.
Should I share my full manuscript?
A full manuscript allows feedback on pacing, arcs, and payoff. For a partial excerpt, ask only for feedback that can be supported by the pages supplied.
What is the difference between beta feedback and editing?
Beta feedback describes a reader’s experience and identifies patterns. Developmental and copy editors provide more formal editorial guidance at different levels of the manuscript.