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AI images / Practical templates

AI image prompt templates built like visual briefs.

A practical formula and twelve adaptable examples for controlling subject, composition, light, style, and constraints without burying the idea in random adjectives.

Prompt.Lab Editorial10 min readOfficial sources reviewed

A useful AI image prompt does not simply ask for something “stunning” or “ultra-detailed.” It describes the image as a visual brief: what is happening, where the viewer looks, how the scene is lit, and which details must remain controlled.

The model still interprets the brief, so no wording guarantees an exact result. But a clear structure makes iteration deliberate: you can change the composition without accidentally changing the subject, or adjust the palette without rebuilding the entire concept.

The visual rule

Describe relationships, not a pile of style words.

“A person on the left with empty space for a headline on the right” controls the layout. “Beautiful, professional, epic” does not.

A seven-part image prompt formula

01

Subject

The person, object, place, or idea the image is about.

02

Action

What the subject is doing or what moment is shown.

03

Environment

The setting, time, weather, surface, and surrounding elements.

04

Composition

Shot size, angle, focal point, negative space, and aspect ratio.

05

Light

Source, direction, contrast, softness, and atmosphere.

06

Visual system

Palette, medium, texture, era, and material treatment.

07

Constraints

Elements to preserve, exclude, or leave blank for later design work.

12 AI image prompt templates

Replace bracketed fields with the details that matter. Keep the visual hierarchy clear, and avoid contradictory instructions such as “minimal” followed by a long list of competing objects.

01

Editorial illustration

Editorial illustration about [idea], showing [main subject and action] in [setting]. Strong visual metaphor: [metaphor]. Clean contemporary shapes, restrained [palette] palette, subtle texture, generous negative space for a headline at [position]. [aspect ratio] composition. No logos, watermarks, or extra text.
02

Product photograph

Premium studio product photograph of [product], positioned [angle/placement] on [surface]. [lighting setup] creates [mood] with controlled reflections and realistic material detail. Background: [color/environment]. Camera framing: [shot and lens feel]. Leave clean space at [position]. Preserve the exact product shape and proportions. No hands, labels, or props unless specified.
03

Natural portrait

Natural portrait of [person description] in [setting], [expression/action]. Soft [time-of-day] light from [direction], realistic skin texture, [wardrobe], [camera distance] framing, shallow depth of field, understated [palette] color grade. The mood is [qualities], not posed or glamorous. No text, logos, or distorted hands.
04

Social media advertisement

Vertical social advertisement for [offer] aimed at [audience]. Hero visual: [subject] demonstrating [benefit]. Bold, simple composition with one focal point, [brand colors], high contrast, and protected empty areas for a short headline and CTA. Modern [style] art direction. Do not render final copy; use clean blank layout zones. 4:5 aspect ratio.
05

Website hero image

Wide website hero for [product/business]. Show [subject] moving from [problem] toward [outcome] through a subtle visual path. Deep [palette] background, soft dimensional lighting, refined premium technology aesthetic, clear focal point on the [side] and generous negative space on the [opposite side] for interface copy. 16:9, no text, no logos, no visual clutter.
06

Cinematic scene

Cinematic scene of [character] [action] in [location]. Time and weather: [details]. Composition: [wide/medium/close] shot from [camera angle], foreground [element], background [element]. Lighting motivated by [source], [palette] color contrast, realistic atmosphere and materials. Emotional tone: [tone]. [aspect ratio]. Avoid generic sci-fi clutter and oversaturated neon.
07

Consistent icon set

Create a coherent set of [number] icons representing [list]. Visual system: [line/solid/3D], consistent [stroke or material], rounded geometry, [palette], centered on identical [background] tiles. Same camera angle, scale, light direction, and padding for every icon. No text, letters, shadows outside the tile, or inconsistent perspective.
08

Data infographic artwork

Design the visual foundation for an infographic explaining [topic]. Organize it as [number] clearly separated stages flowing [direction], each with a simple symbol for [stage list]. Use [palette], strong hierarchy, accessible contrast, and ample space for labels to be added later. Flat vector style, clean grid, no generated text, no decorative data, [aspect ratio].
09

Food photograph

Appetizing but realistic photograph of [dish] served on [plate/surface] in [setting]. Show [key ingredients or texture] clearly. Natural [light] from [direction], [camera angle] composition, shallow depth of field, restrained styling, believable portions and imperfections. [palette] mood. No floating ingredients, impossible steam, text, branding, or excessive garnish.
10

Interior or architecture concept

Architectural visualization of [space] designed for [use]. Style: [architectural direction]. Include [materials], [key furniture/features], and realistic circulation. Viewpoint from [position], [time-of-day] daylight, physically plausible scale and shadows, [palette] accents. Wide [aspect ratio]. Avoid impossible structures, warped lines, and decorative objects without function.
11

Character design sheet

Character design sheet for [character description and role]. Show one full-body front view, one side view, and three clear expressions. Defining features: [features]. Outfit and props: [details]. Consistent proportions, colors, and materials across every view, neutral studio background, clean spacing, production-ready concept art. No captions, duplicated limbs, or costume changes.
12

Edit an existing image

Edit the provided image while preserving [identity/composition/product geometry]. Change only [specific element] to [desired change]. Match the existing camera perspective, lighting direction, shadows, texture, and depth of field. Keep [elements] untouched. The result should look naturally photographed, with no seams, added text, or unrelated objects.

How to iterate without losing the good parts

Choose the strongest result and identify exactly what works: perhaps the camera angle, silhouette, or lighting. Preserve those elements explicitly in the next instruction and change one variable at a time. If you are editing a reference image, state both the requested change and the parts that must remain untouched.

The subject and action are unambiguous.

The focal point and negative space are deliberately placed.

Light, palette, and style support the same mood.

The aspect ratio matches the real use case.

Text and logos are added later when precision matters.

References, identities, trademarks, and sensitive images are used responsibly.

The image lesson

Write the prompt like a creative brief: define the subject, direct the viewer’s eye, and make each revision intentional.

Turn theory into a better result

Your idea is good.
Give it better instructions.

Paste a rough request into Prompt.Lab and get a structured prompt for ChatGPT, Claude, or Gemini.

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