Violence: The Dimension That Protects Your Reputation Before a Single Reader Complains

I am a combat veteran, and while I was fortunate not to see too many active battles during my time in Afghanistan, it has shaped my desires about violence in books. Sometimes I want it, and other times, I want to get as far away as possible. So, on a personal level, I understand that violence isn’t “good” or “bad.” It’s a seasoning that you may or may not be in the mood for. Or, in other readers’ cases, it could be something they love or hate. Like coriander. (Me, I’m always in the mood for coriander.)

Before I went to war and while I was there, I gravitated to books that had a fair share of violence. I wanted to see the experience through different characters’ eyes and understand how they felt about it—to prepare myself and later to ground my own experience. But then, there came a time when I wanted nothing to do with it. There was more than enough in my daily life and I wanted to escape that, thank you very much.

Each reader comes from a unique background and set of preferences, but as writers, we might not always be able to put ourselves in their shoes and understand how our own perceptions of how much violence is too much differ from someone else’s. BookSignal takes the guesswork out by evaluating the violence level so that readers can filter for their preference.

Violence (like sex) is an area where readers have strong preferences that trigger emotional responses. Failing to meet them is a quick way to a 1-star review.

What Violence Level Actually Measures

Violence Level is a content dimension, not a quality one. It is not a judgment about whether violence serves the story. It is a measure of how much violence is present and how graphically it is depicted on the page. The score tells readers what they will encounter, not whether the author made good choices.

The key distinction in the scale is between violence that is present and violence that is depicted in detail. A story can include a battle where people die and still have a low violence rating if the deaths are off-screen or described in passing. The same battle described with attention to wounds and suffering is a different experience entirely.

The Spectrum in Practice

Here is how BookSignal scores violence, with examples.

• 1. No violence. Conflict is entirely non-physical. Think of A Man Called Ove by Fredrik Backman. The whole novel is about grief, stubbornness, and the slow awkward process of letting people in. Characters argue. They get on each other’s nerves. No one gets hurt. A reader who needs to avoid any physical violence has nothing to worry about.
• 2. Mild conflict. Violence exists but happens off the page or is handled briefly without detail. A fight might occur. Someone might be hurt. The prose moves past it without dwelling. Most YA lives in this range.
• 3. Action and battle scenes. Violence is present and on-page but not lingered over. The Hunger Games by Suzanne Collins sits here. Tributes fight and die, and Collins does not look away entirely. But she keeps the camera moving. We understand that violence is happening and that it has real costs. We do not linger in wounds. A reader who avoids graphic content can handle this, and I would feel comfortable giving it to my young teen daughter.
• 4. Violent scenes. Violence is significant and described in detail. Deaths are not glossed over. The cost is specific and physical. Most grimdark fantasy and war fiction lives here.
• 5. Graphic. Joe Abercrombie’s The Blade Itself is one example. Battle deaths are described in close physical detail. A torture sequence late in the book is extended and unflinching. Abercrombie is doing something deliberate, but the result is graphic by any reasonable standard. A reader who was not ready for that has a right to feel blindsided.

One distinction worth making: “graphic” and “gratuitous” are not the same thing. Gratuitous means purposeless. Violence can be graphic and still serve the story, though that will be up to the reader to decide. In either case, the important thing for this signal is to keep a 5 book out of the hands of someone seeking a 1.

The Genre Cover Problem

The cover of a novel signals genre, not violence level. A sword on a fantasy cover could mean off-page violence or it could be something like Abercrombie. The sword might even be a MacGuffin and not indicate violence at all. The cover was never meant to communicate the violence level, so it cannot do that job for readers.

Thrillers are even harder. The genre implies danger and tension, and the stereotypical cover is a silhouette of a protagonist running with a gun. But that image and “heart-pounding action” in a blurb does not tell a reader whether violence is implied, present, or graphic. Thriller readers may be more willing to tolerate higher violence levels (I haven’t heard of “Cozy Thrillers” yet, but I’m sure that’s a genre waiting to happen), but the whole point of BookSignal is to go beyond genre—both to reach readers who might not have thought about the genre before and to serve readers within the genre who only want a specific experience.

Violence and the Review Economy

Violence can trigger a strong emotional response in a book review, but this is largely a one-way impact. I can’t remember ever seeing a review that said “Good book, but needed more graphic description of heads getting bashed in.” Can you?

On the other hand, readers who got more violence than they were expecting are more likely to leave a 1-star review. The actual content might not be negative. In fact, it might appeal to another kind of reader, but the star rating hurts if potential future readers don’t look at the reason. This is especially true for books with fewer total reviews. Not a situation you want to be in.

Under-signaling violence is a net negative for an author’s reputation. Over-signaling it does not cause the same kind of damage.

The Author Blind Spot

Authors tend to read more widely than most of their readers, and differently. Since I started writing, I find that I read more clinically—analyzing what the other author is doing, rather than reacting to the text itself. But a reader who is deep in the story is in a completely different situation and experiences violence differently from how we would.

And that’s to say nothing about readers’ lived experiences. Your readers might have specific violence-related traumas that you cannot imagine, but that affect their reading experience. You don’t want to alienate those readers or push them toward a damaging review.

The test is not what the scene does for you. It is what it does for a reader who is unfamiliar with your work and who picked up your book based on its cover.

How BookSignal Reads Violence

BookSignal assesses violence based on what is present and described in the manuscript. The scoring is conservative: if graphic violence is not described in the text, it does not drive the score. A scene where characters fight and one is injured briefly scores lower than a scene where the injury is described in physical detail, even if both technically involve violence.

The distinction between purposeful and gratuitous is evaluated as well, but the first question is always: what is actually there? An author does not get credit for narrative intention on this score. The score reflects what a reader will encounter.

How Violence Connects to Other Dimensions

Atmosphere and Tone (Dimension 2) measures the overall emotional register of a book: whether it feels warm and hopeful or bleak and grinding. Graphic violence often correlates with darker tones, but not always. A book can be graphically violent and still feel hopeful overall. A dark psychological novel can be profoundly bleak without a single act of physical violence. Both dimensions appear in the Book Fingerprint because each is providing different information to the reader.

Trigger Warnings (Dimension 19) is the place where specific violence types get flagged at a more granular level. A high Violence score means a trigger warning is appropriate. The Trigger Warnings dimension lets readers opt out of specific content types even within a high-violence book.

Relationship Heat (Dimension 7) is the other content dimension most likely to cause serious reader mismatch. Together, violence and heat are the two dimensions where under-signaling is most costly to an author’s reputation.