Beta Reader Assessment
You know what you meant to put on the page. Finding out what comes across is harder. Get specific feedback on the full book: where attention holds, where the story becomes difficult to follow, which characters come through, and how the ending lands.
AI-generated reader-response report, based on the manuscript you submit.
Your complete manuscript as a Word doc, PDF, or text file (required)
Describe the kind of reader you want, e.g., "a reader of literary fiction" or "someone who reads a lot of psychological thrillers" (optional but recommended)
A short paragraph capturing how the book reads to someone who just finished it—honest, evocative, including where it falls flat if it does.
What it felt like to read your book front to back. The momentum, the immersion, where the reader was pulled in, and where they drifted.
Who the reader cared about, who fascinated them, who fell flat, and how their feelings shifted over the course of the story.
Specific moments where the illusion of the story weakened, where trust wavered, or where the reader started pulling away from the emotional reality.
Whether the ending landed, what scenes and characters lingered after closing the book, and the emotional residue of the read.
A scannable list of what the reader noticed—gathered in one place for easy reference as you think about revision.
Sample excerpt — Where I Started Pulling Away
"I trusted this book completely through the first third, then noticed myself starting to ask questions instead of just reading. The shift happened around the moment the sister suddenly knows things she shouldn't know—I understood why the plot needed her to know them, but I stopped fully believing she would. After that, I kept catching small moments where the story seemed to be arranging events instead of letting them unfold. The emotional pull was strong enough that I kept reading, but I was reading more analytically than I had been. By the final chapters, I was tracking the architecture of the book more than living inside it."
You have a complete manuscript and no available reader.
You've heard “I liked it” but still don't know which parts are working.
You've made substantial revisions and want feedback on the new draft.
You've already asked your readers for a lot and need a way to keep moving between reads.
You're preparing to query or publish and want to examine the reading experience from beginning to end.
The report focuses on the experience of the story: engagement, character connection, moments of confusion or lost momentum, and the ending. It gathers points to revisit so you can return to the manuscript with specific questions.
It does not rewrite passages, assign a score, or provide a developmental editing plan. You decide which observations fit the book and what to change.
Yes. The Beta Reader Assessment is designed for a complete manuscript, rather than the opening alone. Follow the upload requirements shown on the submission form.
Yes. You can add an optional reader profile, such as the category or genre your intended readers enjoy. This gives the assessment context; it does not recruit or assign a human reader.
Yes. You can purchase an assessment of a revised manuscript. Submit the complete version you want assessed.
It identifies responses and points to revisit rather than prescribing an editorial plan. For example, noticing a loss of momentum gives you a place to investigate; deciding whether to cut, expand, move, or rewrite a scene remains your choice.
No. The report is generated by AI and organized around the reading experience. You can use it when a reader isn't available, between rounds of feedback, or alongside comments you already have.