The human side of feedback: Why beta readers are essential to the writing journey, part 1
- melissacpeneycad
- Apr 15
- 3 min read
Behind every influential nonfiction book that changes minds or transforms practices lies a critical developmental phase often invisible to readers: the beta reading process. For non-fiction authors especially, these early reviewers provide insights that can transform a manuscript from merely informative to genuinely impactful.

The powerful impact of expert and reader perspectives
Writing a non-fiction book requires deep expertise and months of research, but this immersion creates its own challenges. After organizing complex information and refining your arguments, you may lose sight of what newcomers to the subject need.
When a beta reader tells you your explanation of behavioral economics principles assumes too much prior knowledge, or that your step-by-step guide to digital marketing needs more concrete examples, they're offering perspectives that can elevate your work from good to exceptional.
These early readers bridge the gap between your expertise and your audience's needs. Their feedback isn't about grammatical perfection (editors handle that); it's about ensuring your ideas are accessible, compelling, and practically useful to your intended readers.
Before writing my first two books on artificial intelligence, Essentials of AI for Beginners and Generative AI Basics & Beyond, I reviewed loads of other books on this topic to get a sense of the tone, style of writing, and the depth and breadth of content. What I found was that books written by experts in the field—people who work in Big Tech or in technical roles within their organizations—often wrote the least compelling books. I believe this happens because they are so immersed in the technology that it leads to one of two problems:
They create textbook-type books that are too technical and detailed (and, frankly, dry)
Or they produce books that are surprisingly basic and superficial, filled with definitions that don't add much value
The first issue (the overly technical approach) stems from the author's inability to explain the technology in a beginner-friendly way because they know too much and have rarely, if ever, had to teach newcomers about the technology. The second issue (the overly simplified approach) results when a subject-matter expert overcompensates; they know they risk being too technical, so they water down the content so much that it loses value. These authors would have benefited greatly from beta readers.
What beta readers bring to your non-fiction
They identify knowledge gaps. Even the most thorough expert can overlook explanations or context that newcomers need to fully grasp complex concepts.
They test the practicality of your advice. Beta readers can apply your frameworks or recommendations in real-world situations, revealing whether your guidance truly works in practice.
They evaluate your organizational structure. The logical flow that seems clear to you might confuse readers encountering these ideas for the first time.
They assess accessibility and engagement. Technical information needs to be not just accurate but digestible—beta readers can tell you when your prose becomes too dense or when examples bring clarity.
They represent your target audience. Industry professionals, practitioners, or interested laypeople can provide the exact perspective your future readers will bring to your work.
Finding the right readers for non-fiction
For non-fiction, the quality of beta reader feedback often depends on finding readers with relevant background or interest in your subject matter:
Professional networks where colleagues can evaluate the substance of your arguments and the relevance of your contribution to the field.
Online communities focused on your subject area where enthusiasts and practitioners gather to discuss topics related to your expertise.
Academic or industry connections who understand both the theoretical foundations and practical applications of your subject.
Representatives of your target audience with varying levels of prior knowledge about your topic.
Subject matter experts in adjacent fields who can provide cross-disciplinary insights and identify potential blind spots.
Continue the journey with part two
Now that we've explored why beta readers are essential and where to find them, the next crucial step is knowing how to work with them effectively. In part two of this series, I'll share strategies for building productive beta reading relationships, including structured feedback processes and frameworks that yield truly valuable insights.
I'll also share my personal journey with beta readers—where I found my most valuable readers, how these relationships developed over time, and specific examples of feedback that transformed my books on artificial intelligence from good to great.
Join me next week as we dive deeper into the art of collaborative improvement and discover how to harness the full potential of the beta reading process for your non-fiction work!