How We Select Readers

Our First Look Readers™ panel is built through an enrollment and screening process that helps us understand each reader’s background, reading interests, personal characteristics, and familiarity with different types of books.

For each project, we select readers based on the characteristics most relevant to the manuscript’s intended audience. This may include demographic factors, reading preferences, subject-matter interests, or familiarity with particular genres and categories.

A pre-project survey provides an additional layer of screening to help confirm that participants have a genuine interest in the type of book they are being asked to evaluate.

The goal is not to assemble a random group of readers, but a carefully matched group that more closely reflects the people the author or publisher is trying to reach.

How We Encourage Candid Feedback

Selected First Look Readers™ are compensated for the substantial time required to read the manuscript and complete the research questions.

Compensation is for participation—not for positive feedback.

Readers are asked to respond independently and candidly based on their own reading experience. Because they are not being asked to please the author or reach a particular conclusion, they are free to identify both what worked for them and what did not.

This helps create feedback that is more useful, balanced, and relevant to the author’s intended audience.

How We Assess Manuscript Completion

First Look Readers™ complete the manuscript independently, so we do not use a technical system to verify that every page has been read.

Instead, meaningful engagement is assessed through the depth, specificity, and consistency of each reader’s responses.

Readers answer detailed questions about elements such as characters, structure, pacing, themes, dialogue, strengths, weaknesses, and the overall reading experience. Responses that reference specific elements of the manuscript and remain consistent across multiple questions provide a strong indication that the reader engaged meaningfully with the book.

Responses that are overly vague, contradictory, or unsupported by manuscript-specific details can be identified during the review process and treated accordingly.

How We Analyze Reader Responses

Once all responses are received, they are reviewed question by question and organized around recurring themes, patterns, and areas of agreement or disagreement.

Similar observations are grouped together so we can identify how frequently a particular strength, concern, or reaction appears across the reader group. Percentages are calculated from the full set of responses—not simply from the comments selected for inclusion in the report. Minority and opposing viewpoints are also preserved when they provide meaningful context.

The final BookFeedback Report synthesizes these patterns into focused sections supported by representative reader quotes. The goal is to show not only what individual readers said, but where readers are having similar experiences with the manuscript.

The For Your Consideration commentary takes the analysis one step further by bringing related feedback together and identifying the most meaningful areas an author may want to explore during revision.