Generate high-quality prompts for Gemini 2.5 Flash Image using proven best practices from October 2025.
Core Principle
Describe scenes naturally, don't list keywords.
❌
woman, business suit, office, professional
✅
A professional businesswoman in navy suit stands confidently in modern glass-walled office overlooking city skyline. Warm afternoon light streams through windows.
Prompt Structure
Basic Template
A [SHOT TYPE] of [SUBJECT] [ACTION] in [ENVIRONMENT].
[STYLE] illustration of [SUBJECT] [ACTION/POSE]. [COMPOSITION] with
[COLOR PALETTE]. [TECHNIQUE/MEDIUM]. Inspired by [REFERENCE],
emphasizing [QUALITIES].
Common Styles
Watercolor painting
Digital art
Oil painting
Pencil sketch
Ink drawing
Anime/manga
Pixel art
Minimalist vector
Example
Watercolor illustration of young girl reading book under oak tree. Seated
cross-legged in sun-dappled clearing with wildflowers. Soft, loose brushstrokes
with pastel color palette of greens, yellows, pinks. Transparent washes create
dreamy, ethereal quality. Inspired by children's book illustration, emphasizing
wonder and tranquility. 4:5 portrait format.
Text Rendering
Best Practices:
Keep under 25 characters total
Maximum 2-3 phrases
Specify font style (bold, script, sans-serif)
Put exact text in quotes
Describe position explicitly
Example:
Movie poster with bold red text "SUMMER" at top and "Adventure Awaits"
in white script font at bottom. Ocean sunset background. Cinematic style.
Multi-Turn Editing Workflow
Nano Banana excels at conversational editing. Make one change at a time.
Example sequence:
"Create professional headshot of woman in business attire"
"Change background to modern office"
"Make her wearing glasses"
"Add warmer lighting"
Product Photography
Template
High-resolution product photo of [PRODUCT] on [SURFACE]. [LIGHTING]
to [PURPOSE]. Camera angle: [TYPE] to showcase [FEATURE]. Ultra-realistic,
sharp focus on [DETAIL]. [ASPECT RATIO].
Example
High-resolution product photo of stainless steel smartwatch on white marble
surface. Soft diffused studio lighting from 45-degree angle to minimize
reflections and show screen clearly. Camera angle: slight overhead to showcase
circular face and metal band texture. Ultra-realistic, sharp focus on watch
face display. 1:1 format for e-commerce.
Landscape Photography
Template
[TYPE] landscape of [LOCATION] at [TIME]. [WEATHER/ATMOSPHERE].
[FOREGROUND ELEMENTS]. Shot with [LENS] from [VANTAGE POINT].
[COMPOSITION]. Professional landscape photography with [GRADING]. [MOOD].
Example
Dramatic landscape of mountain lake at golden hour. Wispy clouds catch
warm orange light over snow-capped peaks. Weathered dock extends into
mirror-still water as foreground. Shot with 16mm wide-angle from low
lakeside vantage. Rule-of-thirds composition places horizon in upper third.
Professional landscape photography with warm color grading. Serene yet majestic.
Abstract Art
Template
[MOVEMENT] abstract exploring [CONCEPT]. [COMPOSITION] with [COLORS/TEXTURES].
[MEDIUM] emphasizing [GOALS]. [CONTEXT].
Example
Bold geometric abstract exploring tension and harmony. Overlapping angular
shapes with vibrant primary colors against deep black. Digital art emphasizing
sharp edges and color interaction. Large-scale wall art format, 16:9.
Common Pitfalls
Avoid:
Keyword lists without context
Vague descriptions
Conflicting style instructions
Overly complex text rendering
Too many simultaneous changes in edits
Instead:
Use complete sentences
Be specific about details
Maintain style consistency
Keep text simple
Edit iteratively
Style References
When requesting specific artistic styles, reference:
Art movements (impressionism, art deco)
Artists (in style of Van Gogh's brushwork)
Media (watercolor, oil painting, digital art)
Eras (1950s photography, modern minimalist)
Aspect Ratios
1:1
- Square (social media, profile pics)
16:9
- Landscape (presentations, headers)
9:16
- Portrait (mobile, stories)
4:5
- Portrait (Instagram posts)
2:3
- Classic portrait
3:2
- Standard photo
Quick Prompt Checklist
✅ Subject clearly described
✅ Action or pose specified
✅ Environment/setting detailed
✅ Lighting source and quality
✅ Mood or atmosphere
✅ Style or technical specs
✅ Aspect ratio chosen
✅ Complete sentences, not keywords
Common Issues & Solutions
Prompt Quality Issues
Issue
Generic or vague output
Cause
Prompt too short or lacks specificity
Solution
Expand to 50-100 words. Add lighting details, mood, and specific technical specs (lens, style, etc.).
Example
:
❌ Too vague: "A woman in an office"
✅ Specific: "Professional businesswoman in navy suit stands confidently in modern glass-walled office overlooking city skyline at golden hour. Warm afternoon light streams through floor-to-ceiling windows creating soft rim lighting. Shot with 50mm f/2.0, shallow depth of field blurs cityscape background. Confident yet approachable mood. 4:5 portrait format."
Color palette described (pastels, vibrant, monochrome)
Style reference if applicable (children's book, manga, minimalist)
Quality Checks
Uses complete sentences, not keyword lists
Specific rather than vague ("charcoal blazer" vs. "suit")
No conflicting style instructions
Text under 25 characters if included
Length appropriate: 50-100 words for balanced control
No contradictory elements (photorealistic watercolor)
Text Rendering Validation
If prompt includes text:
Total characters under 25
Maximum 2-3 text phrases
Text in quotes ("SUMMER")
Font style specified (bold, script, sans-serif)
Position explicitly stated (top, bottom, centered)
Text color contrasts with background
Testing Your Prompts
Quick Test
Generate image and evaluate:
Subject accuracy
Is the main subject as described?
Composition
Does layout match prompt intent?
Lighting
Is lighting source and quality correct?
Style
Does aesthetic match requested style?
Technical specs
Are camera/art specs honored?
Mood
Does image convey intended atmosphere?
Refinement Workflow
If image doesn't match expectations:
Step 1: Identify the gap
What element is wrong/missing?
Is it subject, lighting, style, composition, or mood?
Step 2: Use multi-turn editing
Don't regenerate from scratch
Make targeted edit: "Make the lighting softer"
One change at a time
Step 3: Refine prompt for future use
If you need to regenerate, add more specificity to weak areas
Save successful prompts as templates
Comparison Test
For critical images, generate 2-3 variations with slightly different prompts:
Version A
Medium detail (50-75 words)
Version B
High detail (100-150 words)
Version C
Different style/lighting approach
Compare results to find optimal prompt verbosity and approach.
Example: Complete Validation
Prompt
:
Photorealistic close-up portrait of elderly fisherman with weathered hands mending
fishing net at dawn. Seated on wooden dock with misty harbor in background. Soft
golden light from rising sun creates warm rim lighting on his profile. Shot with
85mm f/2.0 creating shallow depth of field, net and hands in sharp focus while
background gently blurs. Contemplative and peaceful mood. 4:5 portrait format.
Validation
:
✅ Subject: elderly fisherman
✅ Action: mending fishing net
✅ Environment: wooden dock at harbor
✅ Lighting: golden hour, rim lighting
✅ Mood: contemplative, peaceful
✅ Technical: 85mm f/2.0, shallow DOF
✅ Aspect ratio: 4:5 portrait
✅ Complete sentences: yes
✅ Specific details: weathered hands, wooden dock, misty harbor
✅ Length: ~85 words (optimal range)
✅ Style consistency: photorealistic throughout
Expected result
High-quality, detailed image matching all specifications.
Troubleshooting Guide
Problem
Likely Cause
Fix
Blurry/low quality
Missing technical specs
Add camera, lens, "ultra-high resolution"
Wrong colors
Vague color description
Specify exact colors, hex codes if needed
Bad composition
No compositional guidance
Add "rule of thirds", "centered", etc.
Missing elements
Element mentioned too late
Put critical elements early in prompt
Generic look
Keyword listing
Rewrite as natural sentences
Text garbled
Too much text
Reduce to <25 chars, simplify font
Wrong style
Conflicting instructions
Choose one consistent style
Unexpected objects
Ambiguous phrasing
Be more explicit and specific