Bo Bennett, PhD
Bo Bennett, PhD

Writing Assessment

2026-10-14 3:37 writing assessment

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Welcome to Writing Assessment, where we’re looking at how AI can help you revise a book manuscript without taking the author out of the process. Used thoughtfully, AI can act like an attentive first reader: it can spot patterns, ask useful questions, and help you see where a draft may need more work. But it isn’t a substitute for editorial judgment—or for your own creative instincts.

First, AI can offer a structural overview. Give it a chapter outline or a section of your manuscript and ask what seems to be happening, how the ideas or events build, and where the focus shifts. It may point out a chapter that repeats an earlier argument, a character whose motivation is unclear, or a stretch where the pacing slows. Treat these as prompts to investigate, not verdicts. AI can misunderstand intentional ambiguity or miss context that appears elsewhere in the book, so check every observation against the manuscript as a whole.

Second, it can support a close prose edit. Ask for help identifying wordy sentences, repeated phrases, awkward transitions, or overly abstract language. A useful approach is to request explanations and a few possible revisions rather than a full rewrite. That lets you decide which changes fit your voice. Be especially careful with suggested edits to dialogue, humor, dialect, or distinctive narration: smoother is not always better, and a polished sentence can still sound less like you.

Third, a writing assessment can include readability analysis. AI may flag long sentences, dense passages, unfamiliar terms, or abrupt shifts in explanation. This can be helpful when you’re writing for a particular audience or trying to make complex material easier to follow. Still, readability scores and automated judgments are only rough signals. A challenging passage might be exactly right for its intended readers; the important question is whether the difficulty is purposeful and whether readers have enough context to move through it.

Finally, make the feedback process specific. Instead of asking, “Is my book good?” provide a clear task: “Summarize the main claim of this chapter,” or “Show me where the protagonist’s goal becomes difficult to understand.” Share only material you’re comfortable putting into the tool, and review its privacy settings before uploading unpublished work. Keep your original draft, track changes, and make revisions selectively. AI can produce confident-sounding feedback that is inaccurate, generic, or based on assumptions you never intended.

The strongest results come from treating AI as one part of a broader editing process. Use it to generate questions, notice recurring issues, and test whether a passage communicates what you mean. Then bring your knowledge of the book, your readers, and your voice to every decision. A thoughtful writing assessment doesn’t hand control to a machine; it gives you another perspective so you can revise with greater clarity and purpose.