Best Prompts for GemPix 2

The difference between amateur and professional AI image results isn't talent or luck—it's prompt engineering. A vague prompt like "modern office" produces generic stock photo imitations. A well-engineered prompt like "minimalist CEO office with floor-to-ceiling windows overlooking city skyline, golden hour lighting, mahogany desk, leather chair, shallow depth of field, architectural photography" produces magazine-quality results.

This comprehensive guide reveals the prompt engineering techniques used by professionals generating 1,000+ images weekly. You'll learn the anatomy of high-performing prompts, access 20 battle-tested templates, discover advanced patterns for specific use cases, and master the do's and don'ts that separate beginners from experts.

Whether you're creating marketing campaigns, brand assets, product mockups, or creative projects, these proven frameworks will 10x your generation quality and reduce wasted credits by 70%.

The Anatomy of a Perfect Prompt

Professional prompts follow a consistent structure that balances specificity with creative freedom. Too vague, and the AI produces generic results. Too rigid, and you constrain the AI's capabilities.

The 5-Component Framework

[Subject] + [Context] + [Style] + [Technical] + [Modifiers]

Let's break down each component:

1. Subject (Required) The primary focus of your image. Be specific about quantity, appearance, and action.

✅ "Professional woman in navy business suit presenting to small team"
❌ "Person working"

2. Context (Recommended) Environment, setting, and situational details that provide spatial and narrative grounding.

✅ "in modern glass-walled conference room with city views"
❌ "at office"

3. Style (Recommended) Artistic direction, aesthetic references, and overall visual treatment.

✅ "cinematic corporate photography, shallow depth of field, editorial quality"
❌ "professional"

4. Technical (Optional) Camera settings, lighting specifications, and technical photography details.

✅ "golden hour lighting from left side, 85mm lens, f/2.8 aperture"
❌ "good lighting"

5. Modifiers (Optional) Additional elements that enhance quality, mood, or specific details.

✅ "confident expression, minimal color palette, negative space composition"
❌ "nice looking"

Complete example combining all components:

"Professional woman in navy business suit presenting to small team in modern glass-walled conference room with city views, cinematic corporate photography, shallow depth of field, editorial quality, golden hour lighting from left side, 85mm lens, f/2.8 aperture, confident expression, minimal color palette, negative space composition"

This prompt tells the AI exactly what to create while leaving room for creative interpretation of details.

Understanding Specificity Levels

Different projects require different specificity levels:

High Specificity (Marketing, branding, client work): "Smiling barista with short brown hair wearing black apron pouring latte art heart in white ceramic cup on reclaimed wood counter, modern industrial coffee shop with exposed brick, warm Edison bulb lighting, shallow depth of field, lifestyle magazine photography, morning atmosphere"

Medium Specificity (Concept exploration, creative projects): "Barista making latte art in cozy coffee shop, warm natural lighting, professional photography, inviting atmosphere"

Low Specificity (Brainstorming, inspiration): "Coffee shop interior, warm and inviting"

Rule of thumb: Start with medium specificity. If results are too varied, increase specificity. If results feel repetitive, decrease specificity.

20 Battle-Tested Prompt Templates

Copy these templates and customize the bracketed variables for instant professional results.

Marketing and Advertising Templates

Template 1: Product Photography

[Product name] on [surface type], [lighting style], [background color/type], [camera angle], professional product photography, [mood/atmosphere], high-end commercial quality, [additional details]

Example: "Luxury skincare bottle on white marble surface, soft studio lighting, clean white background, three-quarter angle, professional product photography, elegant and minimal atmosphere, high-end commercial quality, subtle shadows, droplets of water for freshness"

Best for: E-commerce, Amazon listings, catalog photography, brand assets

Template 2: Lifestyle Marketing

[Target demographic] [action] with [product/service], [environment], [time of day] lighting, [emotion/mood], lifestyle photography, [brand personality], [composition style]

Example: "Young professional woman video conferencing on laptop in home office, cozy apartment setting, warm morning lighting, focused and productive mood, lifestyle photography, modern and relatable, rule of thirds composition"

Best for: SaaS marketing, lifestyle brands, social media campaigns

Template 3: Hero Banner / Landing Page

[Main subject] in [dramatic environment], [lighting style], [perspective], cinematic [industry] photography, [mood], [color palette], [resolution quality], [negative space for text placement]

Example: "Athletic man running on mountain trail in dramatic environment, golden hour lighting, low-angle hero perspective, cinematic fitness photography, inspirational and energetic mood, warm orange and blue color palette, ultra high resolution, negative space in upper third for headline text"

Best for: Website hero sections, landing pages, app store screenshots

Template 4: Social Media Content

[Subject] [action], [setting], [style trend], [platform-optimized composition], [vibrant/muted] colors, [social media platform] optimized, [engagement element]

Example: "Delicious acai bowl with fresh berries and granola, rustic wooden table outdoors, clean modern food photography, centered square composition, vibrant colors, Instagram optimized, overhead flat-lay style"

Best for: Instagram, Pinterest, Facebook, TikTok content

Template 5: A/B Test Variant

[Consistent subject from previous generation], [variable element to test], [maintain context], [professional quality], [specific change only]

Example: "Same professional headshot subject, change background to modern office interior, maintain lighting and expression, professional quality, background variation only"

Best for: Marketing A/B testing, variant generation, optimization workflows

Creative and Artistic Templates

Template 6: Character Design

[Character type] with [distinctive features], [clothing/accessories], [personality traits shown visually], [art style], [rendering quality], [color scheme], [pose/expression]

Example: "Friendly robot mascot character with round design and glowing blue eyes, wearing tech-branded hoodie, approachable and helpful personality shown through open arms pose, modern 3D render style, high-quality Pixar-style rendering, blue and white color scheme, welcoming wave gesture"

Best for: Brand mascots, game characters, illustration, concept art

Template 7: Scene Illustration

[Environment type] scene, [time/weather], [architectural/natural elements], [atmosphere], [artistic style], [level of detail], [color mood], [perspective]

Example: "Cyberpunk city street scene, neon-lit rainy night, towering skyscrapers with holographic advertisements, mysterious and atmospheric, digital illustration style, highly detailed, purple and cyan color mood, street-level perspective"

Best for: Concept art, storyboards, world-building, creative projects

Template 8: Portrait Photography

[Subject description] portrait, [expression], [clothing style], [background type], [lighting setup], [lens/camera details], [photography style], [mood]

Example: "Senior executive male portrait, confident and approachable expression, dark gray suit with subtle pinstripe, blurred office background, three-point studio lighting, 85mm lens, professional corporate photography, authoritative yet friendly mood"

Best for: Headshots, profile pictures, team pages, executive photography

Template 9: Storyboard Panel

[Scene action] in [location], [camera shot type], [lighting condition], [relevant props/characters], storyboard illustration, [narrative beat], [sequential context]

Example: "Detective discovering evidence in dimly lit warehouse, medium close-up shot, dramatic single light source from doorway, scattered boxes and mysterious package, storyboard illustration, moment of realization narrative beat, scene 12 of investigation sequence"

Best for: Film pre-production, comic creation, sequential art, pitch decks

Template 10: Fantasy/Sci-Fi Concept

[Fantastical subject] in [impossible/futuristic environment], [genre-specific details], [scale indication], concept art style, [artist reference if desired], [mood/tone], [color palette]

Example: "Ancient dragon perched on floating crystal island in cosmic void, bioluminescent scales and crystalline horns, massive scale with tiny ruins for comparison, concept art style, epic fantasy tone, deep purple and ethereal blue color palette"

Best for: Game development, book covers, creative world-building

Business and Professional Templates

Template 11: Infographic Element

[Data visualization type] showing [concept], [design style], [color scheme], [clarity/simplicity level], [intended use], [background treatment]

Example: "Isometric 3D diagram showing cloud computing workflow, modern tech illustration style, blue and white corporate color scheme, clean and easy to understand, presentation slide use, transparent or white background"

Best for: Presentations, reports, educational content, blog posts

Template 12: Office Environment

[Space type] with [key features], [occupancy status], [design aesthetic], [lighting], [architectural photography style], [intended feeling]

Example: "Modern open-plan office with collaborative workstations and phone booths, employees working in background, Scandinavian minimalist design aesthetic, abundant natural light from floor-to-ceiling windows, architectural photography style, productive and inspiring feeling"

Best for: Real estate, corporate websites, recruiting materials

Template 13: Event Photography

[Event type] scene, [key participants], [venue style], [activity/moment], [photography style], [energy level], [lighting condition]

Example: "Tech conference networking session scene, diverse professionals exchanging business cards, modern convention center with branded signage, engaged conversation moment, event photography style, high-energy atmosphere, bright venue lighting"

Best for: Event promotion, recap content, sponsorship materials

Template 14: Product in Context

[Product] being used by [user type] in [realistic scenario], [environment details], [user interaction shown], lifestyle photography, [authentic moment], [brand values reflected]

Example: "Noise-canceling headphones being used by focused student in busy university library, books and laptop on desk, natural head movement while listening, lifestyle photography, authentic study moment, quality and concentration values reflected"

Best for: Product launches, use-case demonstrations, testimonial visuals

Template 15: Before/After Comparison

[Subject] showing [transformation], [split composition or side-by-side], [consistent elements], [changed elements], [comparison photography style], [clear differentiation]

Example: "Home office renovation showing transformation, split-screen vertical composition, same room layout and window position as consistent elements, changed from cluttered to minimalist design, before-after comparison photography style, stark contrast in organization and aesthetics"

Best for: Renovation, product results, service demonstrations

Specialized Use Case Templates

Template 16: Food Photography

[Dish name] with [ingredients visible], [plating style], [surface/background], [garnish/styling], [lighting style], food photography, [cuisine type], [appetite appeal elements]

Example: "Gourmet burger with melted cheese and caramelized onions visible, rustic presentation on slate serving board, reclaimed wood table background, fresh herb garnish, natural window lighting, food photography, elevated American cuisine, steam and texture for appetite appeal"

Best for: Restaurant menus, food blogs, delivery apps, culinary content

Template 17: Fashion and Apparel

[Model demographics] wearing [clothing description], [pose/stance], [location/setting], fashion photography, [styling details], [photography technique], [mood/vibe]

Example: "Confident young woman wearing oversized cream blazer with rolled sleeves over black turtleneck, power stance with hands in pockets, minimalist studio with geometric shadows, fashion photography, modern professional styling, dramatic side lighting, empowered and sophisticated vibe"

Best for: E-commerce fashion, lookbooks, brand campaigns

Template 18: Real Estate and Architecture

[Space type] featuring [architectural elements], [interior/exterior], [design style], [time of day], architectural photography, [furnishing status], [professional quality markers]

Example: "Luxury master bedroom featuring vaulted ceilings and exposed beams, interior view, modern farmhouse design style, late afternoon golden light, architectural photography, professionally staged with neutral linens, HDR quality and wide-angle perspective"

Best for: Real estate listings, architecture portfolios, interior design

Template 19: Abstract/Conceptual

[Abstract concept] visualized as [concrete imagery], [symbolic elements], [color psychology], [composition structure], [artistic style], [emotional resonance]

Example: "Innovation visualized as interconnected glowing neural pathways, lightbulb and circuit board symbolic elements, electric blue and purple color psychology, radial composition structure, modern digital art style, inspiring and forward-thinking emotional resonance"

Best for: Concept illustration, blog headers, presentation backgrounds

Template 20: Seasonal and Holiday

[Seasonal subject] in [holiday/seasonal context], [traditional elements], [modern interpretation], [color palette for season], [photography/illustration style], [celebratory mood]

Example: "Cozy winter coffee shop scene in Christmas context, traditional evergreen garland and warm string lights, modern Scandinavian interpretation, red and white with natural wood color palette, lifestyle photography style, festive yet understated celebratory mood"

Best for: Seasonal campaigns, holiday marketing, event promotions

Advanced Prompt Engineering Techniques

Technique 1: Layered Specificity

Build complexity gradually rather than in one massive prompt:

Base layer: "Professional kitchen interior" Add context: "Professional kitchen interior, modern restaurant, stainless steel appliances" Add style: "Professional kitchen interior, modern restaurant, stainless steel appliances, commercial photography, bright and clean" Add technical: "Professional kitchen interior, modern restaurant, stainless steel appliances, commercial photography, bright and clean, overhead lighting, wide angle lens" Add modifiers: "Professional kitchen interior, modern restaurant, stainless steel appliances, commercial photography, bright and clean, overhead lighting, wide angle lens, organized and sanitary atmosphere"

Each layer adds precision without overwhelming the AI.

Technique 2: Negative Space Strategy

Intentionally describe what NOT to include for more control:

"Minimalist product photography of wireless earbuds on white background, abundant negative space, NO other objects, NO text, NO people, clean and isolated composition"

This is particularly effective for:

Marketing images needing text overlays
Product photography requiring clean backgrounds
Designs with planned graphic elements

Technique 3: Style Stacking

Combine multiple style references for unique aesthetics:

"Vintage 1950s diner interior + modern minimalist design + neon cyberpunk accents, retro-futuristic hybrid style"

Popular style combinations:

"Corporate photography + lifestyle candid moments"
"Traditional illustration + modern flat design"
"Cinematic drama + editorial fashion"
"Retro vintage + contemporary clean"

Technique 4: Emotional Direction

Guide the AI's interpretation through emotion and mood words:

Instead of: "Office worker at desk" Try: "Overwhelmed office worker at cluttered desk, stressed and exhausted mood, dramatic lighting, isolating composition"

Or: "Energized office worker at organized desk, focused and productive mood, bright natural lighting, empowering composition"

The same subject, different emotional treatment, completely different results.

Technique 5: Reference Anchoring

Use well-known styles, artists, or brands as shorthand:

"Product photography in Apple style minimalism" "Portrait in Annie Leibovitz dramatic lighting style" "Landscape in National Geographic editorial quality"

Note: Be respectful of artist attribution and use references for style guidance, not replication.

Technique 6: Aspect Ratio Optimization

Tailor prompts to your intended aspect ratio:

Square (1:1 - Instagram posts): "Centered composition, subject filling frame, minimal negative space"

Portrait (4:5 - Instagram/Pinterest): "Vertical composition, subject in lower two-thirds, sky/background in upper third"

Landscape (16:9 - Website headers): "Wide panoramic composition, subject positioned using rule of thirds, horizontal flow"

Cinematic (21:9 - Dramatic scenes): "Ultra-wide composition, epic scale, subject positioned left or right third"

Use [[features/conversational-editing]] with systematic refinement:

Initial broad prompt: Generate the basic concept
Refinement 1 - Composition: "Adjust composition to place subject right third"
Refinement 2 - Lighting: "Make lighting warmer and more dramatic"
Refinement 3 - Details: "Add subtle brand elements to background"
Refinement 4 - Final polish: "Enhance color saturation slightly"

Each step targets specific aspects rather than trying to fix everything at once.

Prompt Engineering Do's and Don'ts

Do's: Best Practices

✅ DO: Be specific about quantities

Good: "Three coffee cups on table"
Bad: "Some coffee cups"

✅ DO: Use professional terminology

Good: "Shallow depth of field, f/2.8 aperture, 85mm lens"
Bad: "Blurry background"

✅ DO: Specify camera angles and perspective

Good: "Low-angle hero shot looking up at subject"
Bad: "Good angle"

✅ DO: Include lighting direction and quality

Good: "Soft golden hour lighting from camera-left, rim lighting on right"
Bad: "Nice lighting"

✅ DO: Describe materials and textures

Good: "Brushed stainless steel surface with matte finish"
Bad: "Metal"

✅ DO: Use composition terminology

Good: "Rule of thirds composition, subject in right third, negative space left"
Bad: "Good composition"

✅ DO: Specify mood and emotion

Good: "Confident and approachable expression, slight smile"
Bad: "Happy"

✅ DO: Reference photography or art styles

Good: "Editorial fashion photography, Vogue style, high-end commercial"
Bad: "Professional looking"

Don'ts: Common Mistakes

❌ DON'T: Use conflicting instructions

Bad: "Bright sunny day with dramatic storm clouds" (contradictory)
Fix: Choose one: "Bright sunny day, clear blue sky" OR "Dramatic storm clouds"

❌ DON'T: Overload with too many subjects

Bad: "Person, dog, cat, bird, tree, mountain, lake, and sunset"
Fix: "Person with dog by lakeside at sunset" (prioritize 2-3 main elements)

❌ DON'T: Be vague about the main subject

Bad: "Something cool in a city"
Fix: "Street musician performing in busy urban plaza, evening atmosphere"

❌ DON'T: Use ambiguous adjectives

Bad: "Nice, beautiful, good, great, amazing"
Fix: Use specific descriptors: "elegant, minimalist, dramatic, warm, professional"

❌ DON'T: Neglect aspect ratio context

Bad: "Wide panoramic landscape" when generating 1:1 square
Fix: Match composition to aspect ratio or adjust ratio

❌ DON'T: Ignore your use case

Bad: "Cool abstract pattern" for product photography background
Fix: "Clean white background, subtle gradient, professional product photography"

❌ DON'T: Forget [[features/character-consistency]] for series

Bad: Generating 10 "same person" images without enabling feature
Fix: Enable character consistency, use "same character" in prompts

❌ DON'T: Repeat yourself unnecessarily

Bad: "Modern minimalist modern clean minimalist style modern design"
Fix: "Modern minimalist design" (once is enough)

Prompt Libraries and Resources

Building Your Personal Prompt Library

Successful professionals maintain documented prompt libraries:

Organization structure:

By use case: Marketing, Product, Social, Creative, etc.
By performance: Star rating based on results
By project: Client-specific or campaign-specific
By feature: Character consistency, fusion, editing

Template for documenting prompts:

Prompt: [Full prompt text]
Use case: [What this is for]
Settings: [Resolution, features enabled]
Performance: ⭐⭐⭐⭐⭐ [Rating]
Notes: [What worked well, what to adjust]
Link: [URL to generation result]

Community Prompt Resources

GemPix 2 Official Prompt Library: 500+ community-contributed prompts categorized by use case, available in [[resources/prompt-library]]

Prompt Sharing Best Practices:

Always credit original creators when adapting prompts
Include generation settings (resolution, features)
Share what worked AND what didn't
Contribute back when you discover effective patterns

External Prompt Engineering Resources

Recommended reading:

Google AI Prompt Engineering Guide - Official best practices
[[guides/advanced-techniques]] - Professional workflows and optimization
[[guides/troubleshooting]] - Common prompt problems and solutions

Learning path:

Start with templates from this guide
Customize variables for your use cases
Experiment with advanced techniques
Document successful patterns
Build your personal library
Contribute to community resources

Real-World Prompt Examples by Industry

E-commerce Brand

Challenge: Product photography for 50 SKUs

Prompt template: "[Product name] on clean white surface, soft studio lighting from 45-degree angle, white seamless background, three-quarter front view, professional product photography, high-end commercial quality, subtle shadow for depth, [product-specific details]"

Example results:

Skincare bottle: Added "droplets of condensation for freshness"
Candle: Added "warm glow from lit wick"
Apparel: Added "styled flat-lay with complementary accessories"

Outcome: 50 products photographed in 2 days vs 2 weeks traditional, 85% cost reduction

Marketing Agency

Challenge: Rapid ad variant generation for client pitch

Prompt template: "[Client's target demographic] [relevant action] in [context matching campaign], [brand personality adjectives], lifestyle photography, [campaign message reinforcement], [composition for ad text placement]"

Example: "Busy parent checking smartphone while grocery shopping in modern supermarket, efficient and empowered, lifestyle photography, time-saving convenience message, negative space top-third for headline placement"

Outcome: 20 variants in 90 minutes, won pitch, now standard workflow

Content Creator (Comics)

Challenge: 100+ consistent character panels

Workflow:

Generate reference character: "Detailed character prompt..."
Enable [[features/character-consistency]]
Generate panels: "Same character [action] in [scene], [emotion], [composition]"

Panel prompt examples:

"Same character looking surprised, close-up facial expression, dramatic lighting"
"Same character running through city street, action shot, motion blur background"
"Same character sitting contemplatively, medium shot, evening interior lighting"

Outcome: 250 consistent panels in 3 days vs months of manual illustration

Real Estate Developer

Challenge: Visualize unbuilt properties

Prompt template: "[Room type] in [development project style], [architectural features], [time of day], architectural photography, professionally staged with [interior design style], [quality markers], [perspective]"

Example: "Master bedroom in modern coastal luxury home, floor-to-ceiling windows with ocean views, late afternoon golden light, architectural photography, professionally staged with organic minimalist furniture, HDR quality and sharp detail, wide-angle interior perspective"

Outcome: Pre-sales increased 40% with AI-generated visualization vs traditional renderings

Prompt engineering is the highest-leverage skill for AI image generation. The difference between mediocre and exceptional results comes down to precision, structure, and understanding how to guide the AI effectively. The templates and techniques in this guide represent thousands of hours of collective experimentation distilled into proven patterns.

Start with the 20 templates, customize for your use cases, experiment with advanced techniques, and build your personal prompt library. As you develop intuition for what works, you'll generate professional-quality results in seconds instead of the hours required for traditional creation methods.

The most successful GemPix 2 users treat prompts as reusable assets—documented, refined, and systematically optimized. Your prompt library becomes more valuable over time, enabling you to scale creative output while maintaining quality consistency.

Master prompting, and you master AI image generation. The templates are your starting point. Your creativity determines the destination.

Google Gemini Prompt Engineering Documentation provides additional context on how Gemini 3 Pro interprets prompts.

Last updated: November 7, 2025