Type "cool anime girl" into any AI image generator and you'll get something. It just won't be the thing in your head. The gap between "something" and "exactly what I imagined" is almost never the model — it's the prompt.
Here's the structure we see working across thousands of generations on Imageny, with examples you can paste straight into the playground.
What makes a good AI image prompt?
A reliable prompt answers five questions, in roughly this order:
- Subject — who or what is in the image? Be concrete: "a silver-haired knight in cracked armor," not "a warrior."
- Style — how should it be rendered? "90s cel anime," "soft watercolor," "cinematic photo" — pick one and commit.
- Composition — how is it framed? Close-up portrait, full-body shot, wide establishing shot, low angle.
- Lighting and mood — "golden hour backlight," "neon rim lighting," "overcast and melancholy."
- Details — the one or two touches that make it yours: a red umbrella, falling cherry blossoms, a scar over one eye.
You don't need all five every time. But when a result feels generic, it's usually because one of these was left for the model to guess.
10 copy-paste prompt examples
Anime portrait — close-up portrait of a silver-haired anime girl with heterochromia, 90s cel animation style, soft window lighting, film grain, gentle smile
Cyberpunk scene — full-body shot of a bounty hunter on a rainy neon street, cyberpunk anime style, purple and teal rim lighting, reflections on wet asphalt, low camera angle
Watercolor landscape — rolling green hills with a lone torii gate, loose watercolor style, soft washes, morning mist, muted palette
Chibi sticker — chibi version of a knight eating ramen, thick clean outlines, flat pastel colors, white background, sticker style
Fantasy keyart — dragon curled around a crystal tower at dusk, painterly fantasy style, dramatic god rays, epic wide shot
Manga panel — black and white manga panel of two rivals facing off, heavy screentone shading, speed lines, intense close-up on eyes
Photoreal product shot — minimalist perfume bottle on wet black stone, studio photography, single softbox key light, shallow depth of field
Pixel art — cozy pixel art coffee shop interior at night, 32-bit style, warm lamp glow, rain outside the window
Character design sheet — character reference sheet of a fox-eared mage, front and side view, flat lighting, clean lineart, pastel color palette
Cinematic still — lone astronaut walking through a field of red flowers, 35mm cinematic still, dust in the air, backlit at sunset
Each of these follows the same skeleton: subject → style → lighting → framing → signature detail. Swap the nouns and keep the bones. Browse all supported styles to see what each one looks like before you commit.
Which mistakes ruin most AI images?
- Stacking contradictions. "Photorealistic anime watercolor" asks for three styles at once; the model averages them into mush. One style per prompt.
- Vague adjectives instead of visual facts. "Beautiful, amazing, high quality" carries no visual information. "Freckles, wind-blown hair, golden hour" does.
- Writing a novel. Past ~60 words, extra detail starts competing with itself. Say the important things first — most models weight early words more heavily.
- Regenerating instead of editing. If a result is 80% right, change one variable (lighting, angle, one detail) and run it again. Rerolling the whole prompt throws away the 80%.
How do I get consistent characters across images?
Reuse the exact same descriptor block for your character — same hair, eyes, outfit, phrased identically — and only change the scene around it. On Imageny you can also turn a generated image into a character and keep them consistent across chats and future generations.
Try your next prompt
Pick one example above, swap the subject for your own idea, and run it in the Imageny playground — new accounts get free credits, no card required.
Cover photo by Erik Mclean on Unsplash.