Plan the image around the final asset
Separate the visual from dense typography. Use exact short wording when it belongs in the image, but add important small copy in an editor. A product label still needs full-size inspection even when the prompt asks to preserve it.
The aspect ratios in the cards describe intended composition. Our curated model-wide aspect-ratio field is unverified; these suggestions are not a complete provider options list. The two recorded examples retain the actual settings.
Sources: Higgsfield MCP image catalog, exported 7 October 2026 · Google: Nano Banana Pro announcement · Higgsfield: public plan/credit table, Italy EUR · checked 2026-10-07
Edit without rewriting the product
Describe the one change first, then list preserved geometry, colour, labels, light and crop. Use only licensed references and obtain permission for identifiable people.
The original benchmark images are first outputs at one prompt per concept, not a quality ranking. Inspect the full files and the requested/backend model identifiers.
Sources: Higgsfield MCP image catalog, exported 7 October 2026 · Google: Nano Banana Pro announcement · Higgsfield: public plan/credit table, Italy EUR · checked 2026-10-07
Products and ads
Clean product portrait
A studio photograph of an unbranded amber bottle on a cream seamless background. Centre the bottle, preserve realistic proportions and leave generous empty space on the right for later typesetting. Soft diffused side light, no extra lettering.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Negative space separates image generation from final copy.
Lifestyle product
A plain ceramic mug on a tidy breakfast table beside a folded napkin. Three-quarter view, realistic scale and gentle morning window light. Keep the mug silhouette simple and unbranded; no slogans or added product claims.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Concrete scale and lighting support a reviewable product scene.
Package edit
Edit the supplied licensed product photo: replace only the background with a pale grey studio sweep. Preserve product geometry, label spelling, brand colour, reflections and crop. Do not add objects, claims or decorative text.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Explicit invariants make the requested edit narrow.
Catalog composition
A top-down arrangement of three plain notebooks with visible edges on a neutral desk. Keep their sizes consistent, use soft shadow separation and leave a clean border. No lettering on covers.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- A simple layout makes count and geometry easy to inspect.
Portraits and references
Portrait identity
Using the supplied consenting adult portrait as the identity reference, make a medium portrait in a quiet bookshop. Preserve facial structure and age; natural window light, charcoal shirt, no glamour smoothing or added text.
- Starting settings
- Recommended composition: 9:16; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Identity and scene requests are stated separately.
Editorial portrait
An original adult fictional ceramicist in a blue apron stands in a small studio. Medium portrait, natural skin texture, soft side light, relaxed expression, plausible hand position. No branding or implied customer endorsement.
- Starting settings
- Recommended composition: 9:16; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- A specific fictional persona avoids a false real-person claim.
Wardrobe edit
Edit our licensed adult portrait by changing only the shirt to a cream linen overshirt. Preserve the face, body proportions, pose, hairstyle, camera angle and background.
- Starting settings
- Recommended composition: 9:16; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- The brief limits the change to one wardrobe element.
Three-quarter sheet
Create one three-quarter portrait of the approved adult persona using the supplied reference. Stable eye colour, hairline and jaw; neutral expression and plain background. No text or collage.
- Starting settings
- Recommended composition: 9:16; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- One angle per image is easier to approve than a generated collage.
Layouts and lettering
Short headline layout
Design a square concept poster with the exact headline “OPEN STUDIO”. Place one simple vase below it on a plain cream background, generous margins, restrained palette. Use no other words. Proof the headline after generation.
- Starting settings
- Recommended composition: 1:1; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Short exact wording limits, but does not eliminate, text errors.
Product title card
A minimal title-card concept with the exact words “DAILY KIT” above an unbranded notebook. Strong hierarchy and large blank lower margin for copy added later. No price or testimonial.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Only one brief title is assigned to the generator.
Diagram draft
Create a simple three-panel diagram of a mug being filled, carried and placed on a desk. Use clear distinct panels, consistent mug geometry and no generated labels; labels will be added manually.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Manual labels avoid relying on dense generated text.
Social cover
Make a portrait social-cover concept: an original plain lamp in the lower half, a soft grey background and ample blank space above. No lettering, people or performance claims.
- Starting settings
- Recommended composition: 9:16; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- The image is designed around a future text-safe area.
Places and detail
Material study
Close-up image of folded linen on a wooden table, warm side light and realistic weave. One focal surface, gentle depth of field, no hands, lettering or extra props.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- A single material gives a precise visual target.
Workspace wide
A calm studio desk near a window with one notebook, pencil and plain mug. Landscape framing, believable scale and shadows, neutral palette. No logos or readable page text.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- A limited object list makes omissions and additions visible.
Interior crop
A quiet reading corner with one chair and a floor lamp. Portrait composition, soft late-afternoon light, stable architectural lines, no people or signage.
- Starting settings
- Recommended composition: 9:16; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- The scene gives clear geometry without moving subjects.
Background edit
Edit our licensed tabletop photograph: remove only the small loose pencil in the foreground. Preserve the mug, notebook, lighting, camera position and all remaining surface details.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- A local edit has an explicit preserve list.
Campaign variations
Colour variant
Using our approved plain bottle photo, change only the background to muted blue. Keep the bottle colour, shape, cap, label and shadow direction unchanged.
- Starting settings
- Recommended composition: 16:9; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Separating background and product colour protects product truth.
Ratio adaptation
Adapt the supplied approved square product image to a portrait composition by extending the plain background. Keep the original product intact, centred in the lower middle with blank space above. No added text or props.
- Starting settings
- Recommended composition: 9:16; still image (duration not applicable); select a supported output size, start with defaults, and check the UI. Dataset-wide aspect-ratio options remain unverified.
- Why this guidance
- Outpainting is framed around preserving the approved asset.
Recorded original-image prompts
Recorded AURA product shot
Studio product photo of a matte black wireless earbud case on a wet slate surface, soft blue rim light, tiny water droplets, the word AURA embossed in silver on the lid, shallow depth of field, premium advertising look
- Starting settings
- Recorded settings: 16:9, 2k, model defaults; still image, no duration. Generated 7 October 2026. Requested Pro / backend Nano Banana 2.
- Why this guidance
- This exact prompt has an existing first-run output; the backend was Nano Banana 2 after a Nano Banana Pro request, so it is not evidence of a Pro result.
Recorded ramen portrait
Candid smartphone photo of a young woman laughing in a busy ramen shop at night, steam rising from her bowl, neon signs reflected in the window behind her, natural skin texture, slight motion blur, authentic UGC feel
- Starting settings
- Recorded settings: 16:9, 2k, model defaults; still image, no duration. Generated 7 October 2026. Requested Pro / backend Nano Banana 2.
- Why this guidance
- This exact prompt has an existing first-run output; the backend was Nano Banana 2 after a Nano Banana Pro request, so it is not evidence of a Pro result.
Sources and verification.
Last updated 2026-10-07. Provider claims and endpoint records are dated evidence; workflow advice is editorial guidance.
- Higgsfield MCP image catalog, exported 7 October 2026 Checked 2026-10-07
- Google: Nano Banana Pro announcement Checked 2026-10-07
- Higgsfield: public plan/credit table, Italy EUR Checked 2026-10-07