Brand images with AI

One character with the same face in every image, changing outfit and scene without losing the identity. That's how I build a consistent visual system with AI: a base reference, a character sheet that anchors the likeness, and director prompts that carry that character into any world. Consistency isn't luck. It's direction.

Live workflowone character, same faceoutfits and scenesdirector prompts

The demo

Visual system · character delivery

🧑‍🎨 Character sheet ready

6 views of the same face from the base reference. This is the consistency lock.

step 3

🎬 3 scenes generated

Same character, different outfits and locations. Each one compared against the base before approving.

step 4

The character travels across scenes while keeping the identity. Consistency always anchors to the same reference.

The system

Base reference
Higgsfield / GPT Image 2one image on white, the official face
Character sheet
Multi-angle sheet6 views of the same face
Scenes
Outfitsthe brand's wardrobe
Locationseach world, same person
Consistency control
Human eyecompares against the base, rejects the drift

The tools

Higgsfieldgeneration

The engine where I generate characters and scenes with director prompts. It keeps the face across images.

ChatGPT (GPT Image 2)base image

The other route for the base reference: the casting photo you attach is the character's official face.

Pinterestreference

Where I pull the art direction from: light, framing and mood before writing the prompt.

APImartgeneration

The same models, via API and at a better cost. My route to scale volume.

Replicate it step by step

The code, the connections and the mistakes I already made for you.

  1. Write the character brief before generating anything

    Consistency starts in a document, not in a prompt. Before touching the tool, I define the character's fixed traits: face, skin tone, hair, distinctive marks and the base wardrobe. If you can't describe the person in one paragraph, the model will invent a different one every time. This is the brief I fill:

    checklist · character brief
    CHARACTER BRIEF (the traits that NEVER change):
    - Name and role within the brand.
    - Face: shape, apparent age, identifying features.
    - Skin and hair: tone, texture, fixed cut or style.
    - Distinctive marks: what makes them recognizable at a glance.
    - Base wardrobe: the neutral outfit of the reference.
    - Brand rule: plain garments or your brand only, never third parties.
    This brief gets pasted inside the base reference prompt.
  2. Generate the base reference on white

    The base reference is a single image on a white background, full body, even light and neutral clothing. It's the official face: every future image gets compared against this one. Prompts are in English on purpose: image models understand them better and the results come out more consistent. Here I paste the character brief and turn on the photoreal stack so it looks like a photo, not a render:

    prompt · base reference
    Create a single full-body studio reference of one fictional character on a
    clean white seamless background. This image is the master reference: every
    future image of this character must match this exact face and identity.
    
    Character: [paste your character brief here, step 1].
    Framing: full body, centered, neutral standing pose, arms relaxed, eyes into
    the lens. Even, soft studio light. Plain wardrobe in one solid color, no logos,
    no third-party brands.
    
    Photoreal stack (keep all of it): visible skin pores and fine texture,
    subsurface scattering, strand-by-strand hair, natural fabric weave, shot on
    Kodak Vision3 color, 50mm lens, honest depth of field. No beauty filter,
    no plastic skin, no cinematic color grading.
    
    Negative prompt: cartoon, illustration, anime, plastic skin, airbrushed,
    extra fingers, deformed hands, warped face, text, logos, third-party brands,
    watermark, low quality.
  3. Pull the multi-angle character sheet

    With the base approved, I generate a 6-view sheet of the same person: front, three-quarter, profile, back and a close-up of the face. This sheet is the consistency anchor: it's what I attach as a lock every time I take the character into a new scene.

    prompt · character sheet
    Use the attached base reference as the only source of truth for identity.
    Keep the face, skin tone, hair and proportions 100% identical to it.
    
    Build a 6-panel character sheet of the SAME person on the same white seamless
    background: front, three-quarter left, profile, three-quarter right, back, and
    one chest-up close of the face. Same wardrobe, same light across all six panels.
    This sheet is the consistency anchor for every scene later.
    
    Keep the full photoreal stack from the reference (pores, subsurface, strand
    hair, Kodak Vision3, no beauty filter). No text labels baked into the image,
    no logos, no third-party brands.
  4. Take the character into scenes

    Now the character travels. I attach the sheet as the identity lock and only change the world: an outfit from the wardrobe, a location, light and mood. The one-brand rule goes explicit in the prompt, because otherwise the model adds third-party logos on its own.

    prompt · scene with the character
    Use the attached character sheet as the identity lock. The person must stay
    exactly the same: face, skin, hair, body. Do not invent a new person.
    
    Place the SAME character into this scene: [describe the setting, the outfit
    from your wardrobe, the light and the mood]. Cinematic but honest framing,
    one clear subject, negative space for text if this is a cover.
    
    Wardrobe rule: plain garments or your own brand only, never third-party logos.
    Keep the photoreal stack (pores, subsurface, strand hair, natural fabric,
    Kodak Vision3, no beauty filter, no plastic skin).
    
    Negative prompt: different face, identity drift, plastic skin, extra fingers,
    deformed hands, third-party brand logos, text artifacts, watermark, low quality.
  5. Consistency control: the human gate

    The last filter is human and it's what holds everything together: each scene gets compared against the base reference and the character sheet. If the face drifted, it gets rejected and regenerated. Consistency doesn't come from the text prompt, it comes from always anchoring to the same visual reference. byTHELAB keeps its own cast of recurring characters precisely to prove this is directable, not a matter of luck.

The serious part: consistency with judgment

  • I never impersonate real people without their permission: the characters are fictional or my own.
  • I never put third-party brands on the clothing: only yours or plain.
  • I never let plastic skin through: the texture gets approved in the frame.
  • I never publish a scene without comparing it against the base reference.

A visual system with AI holds up on rules, not on luck. If you want yours, I build it with you at byTHELAB, or I teach you to direct it at the Escuelita.

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2 hours with me · you leave with 30 days of content for your business, made and scheduled · you keep materials you can use anytime · the recording is yours forever.

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