Writing prompts for AI model photography is a skill most people don't have time to develop. You describe a person holding your product, tweak the words for twenty minutes, regenerate six times, and still end up with inconsistent faces, wrong poses, and lighting that doesn't match your brand.
The Model Generator node takes a different approach. Instead of writing a prompt, you fill out a form. Pick your options. Hit generate. The node builds the prompt for you — and keeps the model's face consistent across every angle.
How It Works
The Model Generator replaces the blank prompt field with structured dropdowns. Every decision that usually requires careful wording is now a single selection.
You configure the model's appearance, set the scene, and choose your camera angles. The node assembles a detailed, optimized prompt from your selections and sends it to the AI model. You never see or touch the prompt unless you want to.
What You Can Configure
The Model
| Option | Choices |
|---|---|
| Gender | Female, Male, Couple (mixed) |
| Age Range | Kids 4-12, Teens 13-17, 18-24, 25-34, 35-44, 45-54, 55-64, 65+ |
| Body Type | Slim, Athletic, Average, Curvy, Plus-size |
| Heritage | European, East Asian, South Asian, Middle Eastern, African, Latin, Mixed |
| Hair Color | Auto, Black, Brown, Blonde, Red, Grey, Dyed |
| Hair Style | Auto, Short, Long Straight, Long Wavy, Curly, Ponytail, Braid, Bun |
The Pose and Framing
| Option | Choices |
|---|---|
| Posture | Standing, Walking, Sitting, Leaning, Hands on Hips, Arms Crossed, Dynamic |
| Framing | Full Body, Three-Quarter, Half Body, Headshot |
| Expression | Neutral, Smiling, Serious, Candid, Confident |
The Scene
| Option | Choices |
|---|---|
| Background | Studio White, Studio Grey, Studio Black, Outdoor Urban, Outdoor Nature, Minimal Interior |
| Lighting | Softbox, Natural Daylight, Golden Hour, Dramatic, Ring Light, High-Key |
Wardrobe and Background References
This is where it gets powerful. Two modes let you go beyond presets:
Clothing Mode: Reference — Upload a photo of the actual clothing you want the model to wear. The AI matches the garment in the generated output instead of guessing from a text description.
Background Mode: Reference — Upload a photo of a specific location or setting. The model is placed in that environment rather than a generic studio backdrop.
This means you can shoot your product on a real model in a specific location — without a photographer, a studio, or the model ever existing.
Camera Angles with Identity Lock
Select from six camera angle presets:
- Front
- 3/4 Left
- 3/4 Right
- Profile Left
- Profile Right
- Back
Select one angle or all six. Each selected angle creates its own output port on the node.
Here's the critical part: seed locking keeps the model's identity consistent across every angle. The face, body, and overall appearance remain the same whether you're generating a front view or a profile shot. Toggle seed lock on, and every regeneration preserves the same person.
This solves the biggest problem with AI-generated model photography — getting the same person in every shot.
No Prompt Engineering Required
Traditional AI image generation asks you to write something like:
"A 28-year-old South Asian woman with long wavy black hair, athletic build, standing with hands on hips, wearing a cream knit sweater, confident expression, studio white background, softbox lighting, full body shot, three-quarter view from front-left at 45 degrees, fashion editorial style, high resolution"
And even then, you'd regenerate five times to get something usable.
The Model Generator node turns all of that into form selections. You click "South Asian," click "Long Wavy," click "Athletic," click "Hands on Hips," click "Softbox," and hit generate. The node writes the optimized prompt internally and sends it to the model with the right structure.
You focus on what you want. The node focuses on how to ask for it.
Where It Fits in Your Workflow
The Model Generator is a node on your canvas. It connects to everything else:
- Wire it to color correction — adjust tones, warmth, and contrast on every generated model photo before it leaves the workflow.
- Feed outputs into video generation — take a generated model photo and turn it into a short product video.
- Connect to Telegram — generate model photos and have them delivered straight to your chat. Run the workflow from your phone next time.
- Combine with the Angle Generator — use the Model Generator for the initial lifestyle shot, then run it through the Angle Generator for additional product-focused perspectives.
- Use variables for batch production — wire text input nodes to variable slots and swap product details, clothing references, or backgrounds without rebuilding the workflow.
Use Cases
E-commerce product listings — Generate model-on-product photos for clothing, accessories, beauty products, and lifestyle goods without hiring models or booking shoots.
Social media campaigns — Create a series of model photos with consistent identity across all posts. Same person, different outfits, different angles, same brand feel.
Lookbooks and catalogs — Produce full lookbook pages with multiple poses, framings, and backgrounds from a single workflow run.
Client presentations — Agencies and designers can generate concept visuals showing how a product would look on a model before committing to a real photoshoot.
Inclusive representation — Easily generate model photos across different ages, body types, and heritage backgrounds for brands that need diverse visual representation in their marketing.
Getting Started
The Model Generator node is available now. Open your canvas, navigate to Generative > Model Generator, and start selecting your options.
If you want to see it in action before building your own, browse our templates for pre-built workflows that include model generation, color correction, and Telegram delivery.
Upload your wardrobe reference, pick your angles, and generate your first model shoot in under a minute. Start free at agentdocks.com.
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