ReaderfoldUnderstand LLM manuscript feedback
Learn how language models generate reader reactions, check suggestions against your manuscript, and preserve your fiction’s voice.
Read the LLM feedback guideA clearer question. A more useful revision.
Ask for feedback you can use, then decide which changes serve your story. These free guides include practical worksheets for fiction writers working with human beta readers or exploring AI feedback.
Looking for a fresh perspective on the draft? Visit the Readerfold blog for essays on revision, reveals, and writing with AI.
Get more than “I liked it”
A beta reader questionnaire with 12 questions about attention, character, clarity, and payoff. Choose the questions your draft needs and see what a useful answer looks like.
Read the questionnaireDecide what to do when readers disagree
Separate a reader’s experience from their proposed solution. Work through a pacing disagreement and keep a record of what you change, keep, or test.
Work through conflicting feedbackSee a revision take shape
Start with a specific craft question, then follow a passage through feedback and a possible revision. These are disclosed editorial illustrations, not recorded customer results.
New to beta reading?
Learn what beta readers do and when to ask for feedback. If you are choosing a feedback method, read about AI beta readers and their limits, or explore turning manuscript feedback into revision priorities.