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The Role of Reader’s Reports in Publishing Decisions

Field note · August 17, 2026

What is a Reader’s Report?

A reader’s report is a very brief (typically no more than one- to two-page) evaluation of a manuscript used by literary agents and acquisitions editors to determine a novel’s commercial potential and suitability for publication. Because it often serves as the primary filter for a high volume of submissions (a.k.a. the slush pile—no offense, fellow writers), agents rely on a balance of metadata, descriptive summary, and critical analysis to help them decide what is worth reading.

You could say it’s a sort of cover letter/résumé for a book, sharing all the key details of the story’s anatomy at a single glance.

Depending on the organization, these reports may be written by interns, assistants, junior editors, or other trusted readers working through unsolicited submissions. An initial reader often has limited time, so the report prioritizes the manuscript’s most consequential strengths, weaknesses, and market considerations. It is a fast decision-making tool—but the reading behind it still requires care.

For the writers out there: these are internal documents, not feedback an author will usually see. A rejection does not mean that you—or the manuscript—have failed. Agents and editors review an enormous volume of work, and a promising story may be passed over because it resembles something already on a list, arrives at the wrong moment, or simply is not the right fit. The most preventable rejections are simpler: formatting problems, distracting errors, and genre or submission-policy mismatches. Proofread carefully, follow each agency’s guidelines, and keep trying.

Unless, of course, you receive an R&R—a Revise and Resubmit—but we’ll return to that later. First, let’s look at the information a report commonly contains.

A brief disclaimer: I have not worked for a literary agency. This overview is based on research into agency practices, accounts from former interns, and writing workshops. Workflows and terminology vary, so treat this as an informed exercise rather than a universal template. Please contact me if you spot something that should be corrected or clarified.

To sketch the structure quickly, I’ll use Martha Wells’s All Systems Red, a science-fiction novella published by Tor.com in May 2017. Later, I’ll switch to Dungeon Crawler Carl for a fuller worked example. Think of this first pass as the map and the second as the guided tour.

So, for each submission, a manuscript reader will likely look for the following information to document:

The Part:What it is:Examples:
1. The MetadataTitle, Author Name, Word Count, Genre etc.All Systems Red, Novella, Martha Wells, Science-Fiction, 176 Pages
2. The TaglineA one- to two-sentence summary of the novel, no frills or lace.“What if a lethal corporate killing machine developed free will and discovered it was too socially anxious to act on it, preferring soap operas to human interaction?”
3. The SynopsisA complete summary of the book. Warning: Spoilers!On a remote planet, a corporate survey team, PreservationAux, conducts scientific research protected by a SecUnit android that has secretly hacked its own governor module… This is normally much longer, but you can read a full one further down!
4. The Critical AnalysisAn in-depth evaluation of the story, the characters, and the contents of the writing.Voice and Characterization: The manuscript’s greatest strength is its singular and effortlessly strong narrative voice. The protagonist, a self-named “Murderbot,” offers a fresh and deeply humanizing take on the “rebellious AI” trope…
5. The RecommendationA recommendation to the agent on what to do with the book – Pass (reject) or Consider/RecommendRecommended!

See how this is a bit like a resumé? We get the basic personal info, the elevator pitch, the snapshot, and the contribution potential all in a single document. How’s that for a one- to two-page job application? Of course, the Reader’s Report finishes with a recommendation about what the agent should do – that’s whether you get the “You got the job!” email or yet another “We’ve decided to go with better-suited candidates…”

Now we’ll build a more fleshed-out version together. For the worked example, I’ve chosen a book I recently read and enjoyed: Dungeon Crawler Carl by Matt Dinniman. Read along, or grab a piece of paper and try the same exercise with a novel of your own.

Part 1

The Metadata

Every report begins with the essential details to help staff catalog and identify the project quickly. This section must include:

The Basics

Title (often written in ALL CAPS), author name, genre, and exact word count. (You can estimate on this if you like since many published books don’t list word counts).

Submission Info

The representing agent or agency, when the report is being prepared for a senior agent or editor. That information is not always public for published books; for a practice report, mark it as unavailable rather than inventing a factual credit.

Administrative Details

Your name and the date the report was completed.

Some agencies like to include more details such as page count, target audience, and comparable titles, so I’ve included those, too.

So, you should end up with something like this:

DUNGEON CRAWLER CARL

  • Author: Matt Dinniman
  • Estimated Length: ~130,000 words
  • Genre: Speculative Fiction, Escapist / Science Fiction, LitRPG, Adventure-Comedy
  • Category Focus & Audience: High-Growth Escapist Segment, Manga fans “reading up”
  • Reader: Anna Green

What do these matter?

This runs down the basic info of submissions and admin data, making sure the manuscript is relevant to the agency/editor and trackable in a database.

Part 2

The Tagline

This is a one-to-two-or-maybe-three sentence distillation of the book’s core premise, setting, and emotional tone. Unlike a promotional back-cover blurb, the tagline in a report should be a factual, overall summary closer to an internal logline or concise catalog description.

Here’s my take:

“When an alien corporation collapses Earth into a deadly, 18-level televised dungeon crawl for the amusement of the galaxy, a man and his ex-girlfriend’s prize-winning cat must level up their combat skills to survive the ultimate reality show and lead a planetary resistance.”

Even in neutral language, the premise still sounds fascinating, right? A strong hook should make the story sound fun without turning into commercial copy.

Some taglines might include comps directly to give the agent or editor an idea of the contents by using the “x meets y” formula, combining two familiar concepts to help present what the book feels like. An example of this might be:

“The Running Man meets World of Warcraft in a visceral, screen-free survival odyssey where the only thing more dangerous than the alien dungeon is the global audience watching you die.”

However an agency chooses to do this, the most important factor is to make the manuscript sound as interesting as possible – no matter how you actually felt about it. Trust me, that comes later.

Part 3

The Synopsis

A synopsis is a complete, step-by-step summary of the entire narrative arc from inciting incident to final resolution. Unlike a tagline, it covers major plot twists and is full of spoilers.

  • Tone and Tense: It should be written in the third person, present tense for fiction. Even if the book is written in first person, no agent or editor wants to read a synopsis like it’s a fanfic. Probably.
  • Focus: It must capture the inciting incident, main plot twists, and the final resolution while excluding unnecessary subplots or secondary characters. Unlike the AI, we do not need to keep an eye on every single crawler in the book to know the general story.
  • Clarity: Use direct “tell, don’t show” structures to quickly convey how characters get from the beginning to the end. No William Faulkners need apply.

Now, for those of you who have yet to read Dungeon Crawler Carl and are interested in doing so, feel free to skip this part! I’ve collapsed the text so you should be able to go to the next part.

Reveal the spoiler-filled plot synopsis

PLOT SYNOPSIS: During a global “transformation” initiated by the Borant Corporation, all man-made structures on Earth collapse, killing billions. CARL, a former Coast Guardsman, and PRINCESS DONUT, a prize-winning Persian cat, survive because they are outdoors during the event. They are informed by a Syndicate AI that Earth has been seized for mineral rights and that survivors must enter an “18-Level World Dungeon” to reclaim the planet’s matter. The dungeon functions as a lethal, televised reality show broadcast to an intergalactic audience. Inside, they meet their game guide, MORDECAI, a shapeshifting NPC who activates their “Crawler” status. Donut consumes an enhancement that grants her human-level intelligence and speech.

The pair gains immediate viral fame on the intergalactic “net” after they defeat their first Neighborhood Boss, THE HOARDER, due to Carl’s unconventional tactics and Donut’s high-charisma personality. They form an alliance with a group of elderly survivors from the “Meadow Lark” care facility, protected by a team including BRANDON, CHRIS, and IMANI. To reach the second floor, Carl leads a successful assault against the Borough Boss, THE BALL OF SWINE, using an improvised fortress and spiked gauntlet. On the second floor, the stakes escalate when the dungeon AI begins spawning thousands of BRINDLE GRUBS as a punitive response to Carl exploiting game mechanics.

Carl and Donut are frequently removed from the dungeon for interviews with the celebrity ODETTE and the antagonistic MAESTRO, a prince of the Skull Empire. Their popularity skyrockets after they humiliate the Maestro on his own program. Along the way, they defeat the KRAKAREN CLONE and RALPH FRENZIED GERBIL, the latter of which leads to them acquiring a baby dinosaur pet named MONGO. The volume concludes when a level-93 RAGE ELEMENTAL is sent to eliminate the Meadow Lark residents. Carl executes a high-risk “Pied Piper” plan, using a custom-built launcher to lure the elemental toward a floor exit. They trick the monster into falling down the ramp to the third floor, where the system dissolves it instantly for a boundary violation. While the Meadow Lark survivors descend safely, Carl discovers he has accidentally looted high-tech Valtay Corporation weaponry from a mysterious survivor named AGATHA, suggesting a deeper conspiracy involving the entities running the crawl.

Now write several more of these a day and you are on your way to becoming a literary agent!

Part 4

Critical Analysis

This is the most significant portion of the report, where you evaluate the manuscript’s execution against professional standards. What makes this book stand out? How does it compare against the current market? What are its strengths and weaknesses? All of these factors can shape a decision to advance the manuscript, decline it, or revisit it after revision. It can also vary from genre to genre:

  • Fiction Criteria: Assess the depth of characterization, the consistency of the narrative voice, the effectiveness of the pacing, and the logic of the plot.
  • Nonfiction Criteria: Focus on technical details such as the clarity of the thesis, methodological rigor, factual accuracy, and the author’s platform.
  • Marketability: Identify the ideal target audience and provide comparable titles (aka comps), or successful books published within the last three to five years that share a similar market niche.
  • Supporting Evidence: When appropriate, use a few brief, specific passages to illustrate your claims. The exact number depends on the report’s length and the organization’s practices, but three is probably a good place to start.

Here is my analysis of Dungeon Crawler Carl:

Voice and Characterization: The manuscript’s greatest strength is its effortlessly strong narrative voice. Carl’s first-person perspective is cynical, direct, and grounded in a painfully sharp realism that contrasts effectively with the absurdity of the setting. He is an active protagonist with clear motivations—initially survival, and later, the protection of his “party”. Princess Donut serves as a compelling foil; her transformation from a literal pet to a sentient “Grand Champion” with a charisma score of 41 provides both humor and high emotional stakes. Their evolving dynamic anchors the story, ensuring the reader feels an “immediate bond” with the characters.

Narrative Structure and Pacing: The narrative possesses exceptional narrative urgency. The inciting incident occurs on the first page with the “transformation” of Earth, instantly establishing the setting and conflict. The story avoids the “fragmentation” common in debut speculative fiction by maintaining a tight focus on the primary arc: navigating the 18-level dungeon. The manuscript uses LitRPG mechanics—such as the “Crawler Menu” and achievement system—as structural bones that keep its many encounters connected to the primary arc.

Execution and Originality: The execution is highly original, successfully blending intergalactic reality TV tropes with hard-edged survival horror. The system’s voice—often snarky and possessing “idiosyncratic” traits like a strange fixation on Carl’s feet—distinguishes the book from standard genre fare. However, there are moments where the “protective authorial hand” is visible; for instance, Carl discovering high-tech Valtay Corporation gear by accident provides a “convenient plot device” that risks lowering the perceived stakes if not handled carefully in future volumes.

Marketability and Commercial Viability: The project has clear crossover potential among adult speculative-fiction readers, LitRPG audiences, and readers who enjoy game-like progression, survival narratives, and dark comedy. Additionally, the project reflects an increasingly prominent trend in modern publishing: traditional houses actively acquiring self-published breakouts and web-serialized hits with established fanbases. This serves as an immediate proof of concept, demonstrating a built-in audience, strong reader engagement, and low commercial risk for acquisitions.

Target Audience: Adult speculative-fiction and LitRPG readers, manga readers interested in crossing into prose fiction, and fans of high-stakes dark comedy.

Comparable Titles (Comps): The Kaiju Preservation Society by John Scalzi (action-comedy tone), He Who Fights with Monsters by Shirtaloon (game-system progression), and Starter Villain by John Scalzi (absurdist speculative adventure). An older title like Ready Player Two can still serve as a thematic touchstone, but recent comps usually provide a clearer picture of the current market.

Supporting Evidence:

  • Strong immediate hook: “The transformation occurred at approximately 2:23 AM… anyone who was indoors when it happened died instantly.”
  • On the snarky system voice: “Congratulations! You’ve earned your first achievement: Crazy Cat Lady… Ahh, isn’t that sweet?”
  • On the core emotional theme: “If we get to the point where we don’t help each other anymore, that’s when we stop being human.”

Part 5

The Recommendation

The report must conclude with a direct, definitive stance on acquisition. The standard ratings for manuscripts are usually Pass, Recommend, and sometimes Revise and Resubmit (R&R). This is essentially a way of recommending a submission with strong potential to undergo a bit of revision before resubmitting and trying again. This is not a negative by any means – someone saw that your work had potential and is asking you to polish it a bit more.

As a reader, it’s also important to remember that you are expected to use your best and most objective judgement. “Maybes” are antithetical to a successful report. As a professional, your job is to determine whether or not a manuscript will sell. It’s an unfortunate side effect of being in the creative field as a type of bureaucrat sieve while the publishing industry is being pulled in multiple directions at once, so agencies have become more selective than ever. Be prepared to face the day that a submission you loved gets rejected in favor of one you don’t and remember not to take it personally.

That being said, you are certain to come across works you well and truly adore that make it past the recommendation stage. A few of them might go on to get published, all because you took the time to write the best report you could make on it!

Now, to hit that standard consistently and to make sure that every manuscript gets a fair chance, a few core principles are worth keeping close at hand:

  • Objectivity: Separate personal reading preferences from professional market analysis; evaluate whether the book works for its intended audience, even if it is not to your personal taste.
  • Succinctness: Editors handle high volumes of material; ensure the report is clear, concise, and highly readable.
  • Macro-Focus: Focus on big-picture structural issues rather than minor typos or micro-level line editing.
  • Honesty: Be candid but professional about your response to the text, and connect that response to specific craft or market observations.

Clark, Giles, and Angus Phillips. Inside Book Publishing. Routledge, 2019.Dinniman, Matt. Dungeon Crawler Carl. Dandy House, 2020.

Ginna, Peter. What Editors Do. University of Chicago Press, 2017.

Newcastle University. “Writing a Synopsis – Academic Skills Kit – Newcastle University.” Www.Ncl.Ac.Uk, 7 Feb. 2022, https://www.ncl.ac.uk/academic-skills-kit/assessment/assignment-types/writing-a-synopsis/.

Rault, Emma. “Collected Wisdom: How to Write a Good Reader’s Report – New Books in German.” New Books in German, New Books In German, 20 Apr. 2021, https://www.new-books-in-german.com/collected-wisdom-how-to-write-a-good-readers-report/.

Staff, IngramSpark. “Facts About Book Metadata for Publishing Success | IngramSpark.” Ingramspark.Com, Lightning Source LLC, 27 Dec. 2018, https://www.ingramspark.com/blog/7-facts-about-book-metadata.

ungpressbooks.com. “A Guide to Reader’s Reports.” UNCG Press, University of North Georgia Press, 29 Jan. 2026, https://ungpressbooks.com/2026/01/a-guide-to-readers-reports/.

A Final Note:

A reader’s report is not a verdict on a book’s worth. It is a practical document shaped by one reader, one organization, one list, and one moment in the market. The best reports are concise, specific, fair-minded, and useful to the person making the next decision. If you try this exercise with your own manuscript, use it to see the story at a little distance: identify the hook, trace the complete arc, name what is working, and be honest about what still needs attention.

Never give up on your craft and always keep trying!

Yours, Anna