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Prompt Engineering for Fiction Writers

TL;DR: “Help me with my story” produces garbage because it gives AI nothing to work with. Every useful fiction prompt needs three layers: situation (what exists in your story), constraint (genre, tone, what to avoid), and a specific request (concrete deliverable you can evaluate). Specificity in, specificity out.

Why Do Most Fiction Prompts Fail?

Why most fiction prompts produce garbageHelp me with my story produces garbage every time, without exception, and most writers know this because they have tried it and got back something vague, generic and useless: a list of tips they already knew, or suggestions broad enough to apply to any story ever written. Then they concluded that AI does not work for fiction, which is the wrong conclusion. The tool works. The prompts do not. AI responds to specificity, so more context produces more targeted output and a more precise question produces a more usable answer. Fiction writers give almost no context, ask impossibly broad questions, and then blame the tool. Help me with my character gives the model nothing: which character, what is their role, what problem, what has already been tried.Why the prompt produced garbageThe tool works. "Help me with my story" does not.1The broad ask"Help me with my story""Help me with my character"2No context suppliedWhich character? What role?What problem? What did you try?3Generic output comes backTips you already knew, applicableto any story ever written4The wrong conclusion"AI does not work for fiction"when the prompt never gave it anythingAI responds to specificity. More context, more targeted output. A precise question, a usableanswer.
Why most fiction prompts produce garbageHelp me with my story produces garbage every time, without exception, and most writers know this because they have tried it and got back something vague, generic and useless: a list of tips they already knew, or suggestions broad enough to apply to any story ever written. Then they concluded that AI does not work for fiction, which is the wrong conclusion. The tool works. The prompts do not. AI responds to specificity, so more context produces more targeted output and a more precise question produces a more usable answer. Fiction writers give almost no context, ask impossibly broad questions, and then blame the tool. Help me with my character gives the model nothing: which character, what is their role, what problem, what has already been tried.Why the prompt producedgarbageThe tool works. "Help me with my story" does not.1The broad ask"Help me with my story""Help me with my character"2No context suppliedWhich character? What role?What problem? What did you try?3Generic output comes backTips you already knew, applicableto any story ever written4The wrong conclusion"AI does not work for fiction"when the prompt never gave it anythingAI responds to specificity. More context, moretargeted output. A precise question, a usableanswer.

Type “Help me with my story” into any AI tool and you’ll get garbage back, every time.

You know this because you’ve tried it. You got back something vague, generic, and useless. Maybe a list of tips you already knew. Maybe suggestions so broad they could apply to any story ever written. Then you decided AI doesn’t work for fiction. Wrong conclusion. AI works fine. Your prompts don’t. AI responds to specificity. The more context you provide, the more targeted the output. The more precise your question, the more usable the answer. Fiction writers give AI almost no context and ask impossibly broad questions. Then they blame the tool.

“Help me with my character” gives AI nothing to work with. Which character? What’s their role in the story? What problem are you having? What have you already tried? What kind of help do you want? AI doesn’t know. So it guesses. And guessing produces the generic slop that made you give up on AI in the first place.

Better AI won’t fix this. Learning to ask better questions will.

How Much Context Does a Prompt Need?

Every useful fiction prompt has three layers.

Layer one: Situation. What exists right now? Who’s this character? What’s happened in the story? What’s the current problem? Give AI the facts it needs to understand your specific situation.

Layer two: Constraint. What limitations apply? What genre are you writing? What tone? What have you already tried that didn’t work? What do you want to avoid? Constraints focus the output.

Layer three: Request. What exactly do you want? Not “help.” Specific deliverables. Ten options. An analysis. A list of problems. Concrete output you can evaluate.

A prompt with all three layers produces results. A prompt missing any layer produces mush.

Which brainstorming prompts work for fiction writers?

Bad: “Give me ideas for my villain’s motivation.”

Good: “My villain is a 50-year-old former surgeon who now runs an underground organ harvesting operation.

The story is a crime thriller set in Chicago. I want his motivation to be sympathetic enough that readers understand him without excusing him. Give me ten possible motivations rooted in loss, fear, or twisted idealism. Avoid generic greed or pure sadism.”

The second prompt gives AI a character, a genre, a tone goal, specific constraints, and a concrete deliverable. It’ll produce something usable.

Bad: “How should my romance end?”

Good: “My romance is enemies-to-lovers between a divorce attorney and her opposing counsel.

They’re both cynical about love because of their jobs. The genre is contemporary romance with comedic elements. I need them to end up together, but I want the resolution to address their cynicism instead of ignore it. Give me five possible final scenes that would feel earned instead of convenient.”

Context. Constraint. Concrete request. Every time.

Analysis Prompts That Work

AI is better at analyzing your work than generating new work. That’s where I’d point any fiction writer first, because a machine that critiques your chapter leaves the writing in your hands, where it belongs. Bad: “Is my chapter good?”

Good: “Here’s chapter four of my psychological thriller. Read it and identify: any places where my protagonist’s motivation seems unclear, any moments where pacing drags, and any dialogue that sounds unnatural or expository. Quote specific passages and explain what’s not working.” The specific asks give AI something to look for. Vague asks produce vague answers.

Bad: “What’s wrong with my scene?” Good: “This scene is supposed to build romantic tension between two characters meeting for the first time. Read it and tell me: Does the attraction feel mutual or one-sided? Are there enough moments of physical awareness? Does the dialogue have subtext or is it too on-the-nose? Where does the tension peak and does it peak too early?”

You’ve told AI what the scene should accomplish and asked it to evaluate whether it accomplishes those things. Now the feedback has focus. The Conflict and Tension Handbook covers what tension should look like so you know what to ask AI to find.

Which AI prompts help with character development?

Bad: “Create a character for my fantasy novel.”

Good: “I need a secondary character for my epic fantasy who serves as my protagonist’s mentor.

The protagonist is a young woman discovering she’s forbidden magic. I want the mentor to have a complicated past that relates to forbidden magic. Give me five possible backstories for this mentor, each suggesting a different relationship dynamic: one protective, one manipulative, one reluctant, one with a hidden agenda, and one who believes in the protagonist.”

You’ve given the role, the context, and specific variations you want to compare.

Bad: “What’s my character’s wound?”

Good: “My protagonist is a 35-year-old firefighter who can’t maintain relationships. She’s brave at work but emotionally avoidant in her personal life. Her mother was emotionally neglectful. Give me five possible psychological wounds that could explain this pattern, each suggesting different false beliefs she might hold about herself and different ways her arc could resolve.”

Now you’re getting options you can evaluate against your vision. The Deep Character Handbook covers wound psychology so you can recognize which suggestions fit.

Research Prompts That Work

AI is fast at pulling research together for fiction. It’s also confidently wrong often enough that I’d never put a detail from it into a manuscript without checking it somewhere else. A wrong fact about a poison or a castle kitchen is exactly the kind of mistake readers write angry reviews about.

Bad: “Tell me about medieval castles.”

Good: “I’m writing a fantasy with a medieval European setting. My protagonist is a servant in a castle. I need to understand the daily routine of castle servants, the physical layout of servant quarters versus noble areas, how servants would interact with nobility, and specific details about food preparation in a castle kitchen. Focus on sensory details I could use in scenes.”

You’ve told AI what you need the research for and what form you need it in. “Sensory details I could use in scenes” is a filter that shapes the output.

Bad: “How does poison work?”

Good: “In my mystery, the victim is slowly poisoned over three weeks before dying. I need a poison that could be administered in food without detection, would cause symptoms that might be mistaken for natural illness, would be available to someone in 1920s England, and wouldn’t be immediately detected by an autopsy of that era. Give me three options with the symptoms and timeline for each.”

Specific constraints. Specific deliverables. Usable output.

How Many Attempts Should a Prompt Take?

Your first prompt rarely produces exactly what you need. Plan for conversation.

Prompt one gets you in the ballpark. Read the output. What’s useful? What’s off-target? Prompt two narrows: “Option three has potential but feels too dark for my tone. Give me three variations on that concept that are more morally ambiguous and less evil.” Prompt three refines: “I like the version where her wound comes from protecting her sister. How might this wound manifest in her relationships with authority figures specifically?”

Treat AI like a brainstorming partner who needs guidance. Not a vending machine that should produce finished answers on the first try.

Which Prompts Should You Never Use?

“Write this scene for me.” I’d cut this one out of every writer’s vocabulary. AI-written scenes need so much rewriting that you haven’t saved any time, and the scene still won’t sound like you. Brainstorm the scene with AI and write it yourself.

“Tell me if this is good.” AI can’t judge quality. It can analyze for specific criteria. “Good” isn’t specific.

“Make this more interesting.” Meaningless. What does interesting mean? More conflict? More voice? More surprising word choices? Define it or don’t ask.

“Fix my plot hole.” AI can brainstorm solutions to plot holes you’ve identified and explained. It can’t see plot holes you haven’t noticed. That requires human readers.

Every prompt that asks AI to do your creative thinking fails, and it should. The prompts that ask it to support your thinking are the ones worth learning. A writer who hands the machine the decisions ends up with a book nobody decided anything about, and readers feel that from the first page.

Frequently Asked Questions

Why does AI give me generic writing advice?
Because you’re asking generic questions. “Help me with my character” gives AI nothing to work with. Provide specific context about your character, story, and problem. Ask for specific deliverables like “ten motivation options” or “analysis of this scene.” Specificity in produces specificity out.
What’s the best way to structure a prompt for fiction?
Use three layers: situation (what exists in your story), constraint (genre, tone, what to avoid), and request (specific deliverable you want). A prompt missing any layer produces unfocused output. Include all three and you’ll get something usable.
Can AI help me brainstorm plot ideas?
Yes, if you prompt correctly. Give AI your premise, characters, genre, and current story situation. Then ask for specific options: “ten ways this confrontation could escalate” or “five possible twists that would reframe everything.” You select and transform. AI generates raw material.
Should I use AI to write scenes or just brainstorm?
Brainstorm. AI-written scenes require so much rewriting to sound human that you don’t save time. Use AI for generating options, analyzing your drafts, researching details, and exploring possibilities. Write the actual scenes yourself.

About the Author
Richard Lowe, professional ghostwriter

Richard Lowe is a professional ghostwriter and author with 113+ books authored and 54+ ghostwritten. Before writing full time he spent 33 years in enterprise technology, including 20 years as Director of Computer Operations and Technical Services at Trader Joe's. He writes nonfiction, fiction and memoir, and works with executives and experts on books that build authority.

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Disclaimer

The views and opinions expressed in this blog post are solely those of Richard Lowe and are based on personal experience and research. This content is for informational purposes only and should not be construed as professional legal, financial, accounting, or business advice. Always consult with qualified professionals before making important business or legal decisions. Richard Lowe is not a lawyer, accountant, or licensed professional advisor, and this content does not establish any professional relationship.

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