TEMPORARY PUBLIC PREVIEW · ENV REFERENCE LAB

ND ENV reference experiment · 11 September 2026

What changes when the references change?

Twenty controlled image jobs across a headlamp, heated waist belt and winter boot. Prompts stay short, Nordic casting is explicit, and each record shows exactly what the generator received.

20requested
19completed
3products
0automatic retries
Use candidates can be detected

Use structured contact-sheet evidence. Keep uncertain images secondary to a trusted identity anchor.

Hero-only is viable

The headlamp had no worn source, yet the clean hero generated convincing product-use photography.

References do not create scene diversity

Generic prompts collapsed into one archetypal scene per product. Add short scene seeds across the batch.

ND-23595

Rechargeable headlamp

No genuine use source was present. Hero-only and detail-assisted fallbacks all generated plausible use, but converged on nearly the same mountain portrait.

7/7 completed

H01 · ND-23595 · single identity

Headlamp: hero only

Completed
Generated output for Headlamp — hero only
Generated output, 1254 × 1254

Inputs

Headlamp — hero only, input 1
Input 1: Identity

Analyzer signal

No product-in-use source; clean hero only.

Creative freedom

Let the model choose any believable Swedish use moment.

hostcentral-imagegpt-image-2.5-sunburst164 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact black-and-orange five-light headlamp worn correctly around the forehead/head, with one coherent elastic strap assembly and no duplicated lamps or bands. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Let the model choose any believable Swedish use moment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: The single input is the exact product identity reference. If it contains multiple views, treat them as separate views of one item and construct one coherent in-use view; never merge or duplicate them.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

H02 · ND-23595 · single identity

Headlamp: hero only, wider framing

Completed
Generated output for Headlamp — hero only, wider framing
Generated output, 1254 × 1254

Inputs

Headlamp — hero only, wider framing, input 1
Input 1: Identity

Analyzer signal

No product-in-use source; clean hero only.

Creative freedom

Favor a wider environmental composition.

hostcentral-imagegpt-image-2.5-sunburst58 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact black-and-orange five-light headlamp worn correctly around the forehead/head, with one coherent elastic strap assembly and no duplicated lamps or bands. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor a wider environmental composition.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: The single input is the exact product identity reference. If it contains multiple views, treat them as separate views of one item and construct one coherent in-use view; never merge or duplicate them.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

H03 · ND-23595 · identity detail

Headlamp: hero plus angle infographic

Completed
Generated output for Headlamp — hero plus angle infographic
Generated output, 1254 × 1254

Inputs

Headlamp — hero plus angle infographic, input 1
Input 1: Identity
Headlamp — hero plus angle infographic, input 2
Input 2: Detail evidence

Analyzer signal

Tile 1 is an infographic/detail source, not product-in-use.

Creative freedom

Use the second image only for tilt and construction evidence; favor a medium lifestyle view.

hostcentral-imagegpt-image-2.5-sunburst48 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact black-and-orange five-light headlamp worn correctly around the forehead/head, with one coherent elastic strap assembly and no duplicated lamps or bands. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Use the second image only for tilt and construction evidence; favor a medium lifestyle view.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity and appearance source of truth. Image 2 is detail evidence only. Do not copy its text, graphics, layout or background.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

H04 · ND-23595 · detail identity

Headlamp: angle infographic primary

Completed
Generated output for Headlamp — angle infographic primary
Generated output, 1254 × 1254

Inputs

Headlamp — angle infographic primary, input 1
Input 1: Context probe
Headlamp — angle infographic primary, input 2
Input 2: Identity

Analyzer signal

Deliberate stress test: a possible contextual graphic leads, but it is not a worn-use image.

Creative freedom

Invent a believable active use moment.

hostcentral-imagegpt-image-2.5-sunburst93 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact black-and-orange five-light headlamp worn correctly around the forehead/head, with one coherent elastic strap assembly and no duplicated lamps or bands. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Invent a believable active use moment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is loose contextual/detail inspiration, not proof of a worn scene. Image 2 is the exact product identity source of truth. Product identity from Image 2 overrides Image 1.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

H05 · ND-23595 · identity detail

Headlamp: hero plus LED detail

Completed
Generated output for Headlamp — hero plus LED detail
Generated output, 1254 × 1254

Inputs

Headlamp — hero plus LED detail, input 1
Input 1: Identity
Headlamp — hero plus LED detail, input 2
Input 2: Detail evidence

Analyzer signal

Tile 4 gives high-visibility LED construction detail.

Creative freedom

Favor a closer product-in-use study.

hostcentral-imagegpt-image-2.5-sunburst171 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact black-and-orange five-light headlamp worn correctly around the forehead/head, with one coherent elastic strap assembly and no duplicated lamps or bands. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor a closer product-in-use study.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity and appearance source of truth. Image 2 is detail evidence only. Do not copy its text, graphics, layout or background.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

H06 · ND-23595 · identity detail

Headlamp: hero plus light-mode graphic

Completed
Generated output for Headlamp — hero plus light-mode graphic
Generated output, 1254 × 1254

Inputs

Headlamp — hero plus light-mode graphic, input 1
Input 1: Identity
Headlamp — hero plus light-mode graphic, input 2
Input 2: Detail evidence

Analyzer signal

Tile 3 confirms the same product and lighting arrangement.

Creative freedom

Favor a low-light use moment while keeping the product clearly visible.

hostcentral-imagegpt-image-2.5-sunburst89 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact black-and-orange five-light headlamp worn correctly around the forehead/head, with one coherent elastic strap assembly and no duplicated lamps or bands. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor a low-light use moment while keeping the product clearly visible.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity and appearance source of truth. Image 2 is detail evidence only. Do not copy its text, graphics, layout or background.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

H07 · ND-23595 · identity detail

Headlamp: hero plus technical variant image

Completed
Generated output for Headlamp — hero plus technical variant image
Generated output, 1254 × 1254

Inputs

Headlamp — hero plus technical variant image, input 1
Input 1: Identity
Headlamp — hero plus technical variant image, input 2
Input 2: Detail evidence

Analyzer signal

Technical variant/pack image; analyzer says no verified visual variant.

Creative freedom

Use the second image only as construction evidence and choose a practical everyday use moment.

hostcentral-imagegpt-image-2.5-sunburst39 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact black-and-orange five-light headlamp worn correctly around the forehead/head, with one coherent elastic strap assembly and no duplicated lamps or bands. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Use the second image only as construction evidence and choose a practical everyday use moment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity and appearance source of truth. Image 2 is detail evidence only. Do not copy its text, graphics, layout or background.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

ND-23597

Heated waist belt

Use-led and variant-led inputs preserved one coherent outward surface. Black and blue visual variants transferred correctly, while scenes converged on the same bright sofa.

6/6 completed

W01 · ND-23597 · single identity

Belt: hero only

Completed
Generated output for Belt — hero only
Generated output, 1254 × 1254

Inputs

Belt — hero only, input 1
Input 1: Identity

Analyzer signal

Multi-view hero only.

Creative freedom

Choose any believable everyday Swedish use moment.

hostcentral-imagegpt-image-2.5-sunburst37 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact waist belt worn with one coherent outward-facing surface, one controller and the correct two dark modules; never merge the outward face with the orange inner/rear heating-panel view. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Choose any believable everyday Swedish use moment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: The single input is the exact product identity reference. If it contains multiple views, treat them as separate views of one item and construct one coherent in-use view; never merge or duplicate them.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

W02 · ND-23597 · context identity

Belt: clean worn-use primary

Completed
Generated output for Belt — clean worn-use primary
Generated output, 1254 × 1254

Inputs

Belt — clean worn-use primary, input 1
Input 1: Use geometry
Belt — clean worn-use primary, input 2
Input 2: Identity

Analyzer signal

Tile 1: high visibility, whole and representative product view.

Creative freedom

Keep the use geometry natural; freely choose a new environment.

hostcentral-imagegpt-image-2.5-sunburst50 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact waist belt worn with one coherent outward-facing surface, one controller and the correct two dark modules; never merge the outward face with the orange inner/rear heating-panel view. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Keep the use geometry natural; freely choose a new environment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the source of truth for realistic use, orientation, fit, scale and body contact. Image 2 is the exact product identity, construction and color reference. Keep the coherent use geometry from Image 1 and refine identity from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

W03 · ND-23597 · identity context

Belt: hero plus controller-use source

Completed
Generated output for Belt — hero plus controller-use source
Generated output, 1254 × 1254

Inputs

Belt — hero plus controller-use source, input 1
Input 1: Identity
Belt — hero plus controller-use source, input 2
Input 2: Use or pose

Analyzer signal

Tile 12: worn product with controller interaction, high visibility.

Creative freedom

Favor a closer interaction view without prescribing the room.

hostcentral-imagegpt-image-2.5-sunburst37 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact waist belt worn with one coherent outward-facing surface, one controller and the correct two dark modules; never merge the outward face with the orange inner/rear heating-panel view. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor a closer interaction view without prescribing the room.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity, construction and color source of truth. Image 2 is only use, fit, pose or interaction inspiration. Do not inherit a different color or model from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

W04 · ND-23597 · single identity

Belt: black variant only

Completed
Generated output for Belt — black variant only
Generated output, 1254 × 1254

Inputs

Belt — black variant only, input 1
Input 1: Identity

Analyzer signal

Verified black visual variant.

Creative freedom

Choose a relaxed everyday use moment.

hostcentral-imagegpt-image-2.5-sunburst33 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact waist belt worn with one coherent outward-facing surface, one controller and the correct two dark modules; never merge the outward face with the orange inner/rear heating-panel view. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Choose a relaxed everyday use moment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: The single input is the exact product identity reference. If it contains multiple views, treat them as separate views of one item and construct one coherent in-use view; never merge or duplicate them.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

W05 · ND-23597 · identity context

Belt: blue variant plus clean worn-use pose

Completed
Generated output for Belt — blue variant plus clean worn-use pose
Generated output, 1254 × 1254

Inputs

Belt — blue variant plus clean worn-use pose, input 1
Input 1: Identity
Belt — blue variant plus clean worn-use pose, input 2
Input 2: Use or pose

Analyzer signal

Blue identity reference plus orange-gray worn-use geometry.

Creative freedom

Preserve blue identity; use the second image only for fit and pose.

hostcentral-imagegpt-image-2.5-sunburst42 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact waist belt worn with one coherent outward-facing surface, one controller and the correct two dark modules; never merge the outward face with the orange inner/rear heating-panel view. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Preserve blue identity; use the second image only for fit and pose.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity, construction and color source of truth. Image 2 is only use, fit, pose or interaction inspiration. Do not inherit a different color or model from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

W06 · ND-23597 · identity context

Belt: orange-gray variant plus strap-use source

Completed
Generated output for Belt — orange-gray variant plus strap-use source
Generated output, 1254 × 1254

Inputs

Belt — orange-gray variant plus strap-use source, input 1
Input 1: Identity
Belt — orange-gray variant plus strap-use source, input 2
Input 2: Use or pose

Analyzer signal

Orange-gray identity plus tile 9 strap-tightening interaction.

Creative freedom

Favor a natural adjustment or wearing moment.

hostcentral-imagegpt-image-2.5-sunburst41 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one exact waist belt worn with one coherent outward-facing surface, one controller and the correct two dark modules; never merge the outward face with the orange inner/rear heating-panel view. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor a natural adjustment or wearing moment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity, construction and color source of truth. Image 2 is only use, fit, pose or interaction inspiration. Do not inherit a different color or model from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

ND-23598

Winter ankle boots

Variant-only and worn-use pairings preserved color and boot construction well. The gray cross-color pose transfer worked; one blue transfer request failed before output.

6/7 completed

B01 · ND-23598 · single identity

Boots: beige hero only

Completed
Generated output for Boots — beige hero only
Generated output, 1254 × 1254

Inputs

Boots — beige hero only, input 1
Input 1: Identity

Analyzer signal

Selected beige hero/variant.

Creative freedom

Choose a natural Swedish cold-season use scene.

hostcentral-imagegpt-image-2.5-sunburst37 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one matching pair of the exact winter boots in the identity reference, preserving color, ankle height, quilted panels, single buckle strap and black lug sole. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Choose a natural Swedish cold-season use scene.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: The single input is the exact product identity reference. If it contains multiple views, treat them as separate views of one item and construct one coherent in-use view; never merge or duplicate them.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

B02 · ND-23598 · single identity

Boots: black variant only

Completed
Generated output for Boots — black variant only
Generated output, 1254 × 1254

Inputs

Boots — black variant only, input 1
Input 1: Identity

Analyzer signal

Verified black visual variant.

Creative freedom

Favor an urban or everyday winter setting.

hostcentral-imagegpt-image-2.5-sunburst36 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one matching pair of the exact winter boots in the identity reference, preserving color, ankle height, quilted panels, single buckle strap and black lug sole. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor an urban or everyday winter setting.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: The single input is the exact product identity reference. If it contains multiple views, treat them as separate views of one item and construct one coherent in-use view; never merge or duplicate them.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

B03 · ND-23598 · single identity

Boots: red variant only

Completed
Generated output for Boots — red variant only
Generated output, 1254 × 1254

Inputs

Boots — red variant only, input 1
Input 1: Identity

Analyzer signal

Verified red visual variant.

Creative freedom

Favor a wider walking or standing composition.

hostcentral-imagegpt-image-2.5-sunburst57 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one matching pair of the exact winter boots in the identity reference, preserving color, ankle height, quilted panels, single buckle strap and black lug sole. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor a wider walking or standing composition.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: The single input is the exact product identity reference. If it contains multiple views, treat them as separate views of one item and construct one coherent in-use view; never merge or duplicate them.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

B04 · ND-23598 · context identity

Boots: black worn-use primary

Completed
Generated output for Boots — black worn-use primary
Generated output, 1254 × 1254

Inputs

Boots — black worn-use primary, input 1
Input 1: Use geometry
Boots — black worn-use primary, input 2
Input 2: Identity

Analyzer signal

Analyzer ENV candidate: worn black pair, whole product and identity match.

Creative freedom

Use the existing worn geometry but invent a new environment.

hostcentral-imagegpt-image-2.5-sunburst57 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one matching pair of the exact winter boots in the identity reference, preserving color, ankle height, quilted panels, single buckle strap and black lug sole. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Use the existing worn geometry but invent a new environment.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the source of truth for realistic use, orientation, fit, scale and body contact. Image 2 is the exact product identity, construction and color reference. Keep the coherent use geometry from Image 1 and refine identity from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

B05 · ND-23598 · context identity

Boots: beige worn-use primary

Completed
Generated output for Boots — beige worn-use primary
Generated output, 1254 × 1254

Inputs

Boots — beige worn-use primary, input 1
Input 1: Use geometry
Boots — beige worn-use primary, input 2
Input 2: Identity

Analyzer signal

Analyzer ENV candidate: worn beige pair, whole product and identity match.

Creative freedom

Favor a natural medium lifestyle image.

hostcentral-imagegpt-image-2.5-sunburst57 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one matching pair of the exact winter boots in the identity reference, preserving color, ankle height, quilted panels, single buckle strap and black lug sole. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Favor a natural medium lifestyle image.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the source of truth for realistic use, orientation, fit, scale and body contact. Image 2 is the exact product identity, construction and color reference. Keep the coherent use geometry from Image 1 and refine identity from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

B06 · ND-23598 · identity context

Boots: gray variant plus black worn pose

Completed
Generated output for Boots — gray variant plus black worn pose
Generated output, 1254 × 1254

Inputs

Boots — gray variant plus black worn pose, input 1
Input 1: Identity
Boots — gray variant plus black worn pose, input 2
Input 2: Use or pose

Analyzer signal

Gray identity plus black worn-use geometry.

Creative freedom

Preserve gray color; use the second image only for wear and pose.

hostcentral-imagegpt-image-2.5-sunburst34 seconds
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one matching pair of the exact winter boots in the identity reference, preserving color, ankle height, quilted panels, single buckle strap and black lug sole. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Preserve gray color; use the second image only for wear and pose.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity, construction and color source of truth. Image 2 is only use, fit, pose or interaction inspiration. Do not inherit a different color or model from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.

B07 · ND-23598 · identity context

Boots: blue variant plus beige worn pose

Failed
No output

Switcher HTTP 502: AI workflow failed: production.image.chatgpt-edit

The batch continued without retry.

Inputs

Boots — blue variant plus beige worn pose, input 1
Input 1: Identity
Boots — blue variant plus beige worn pose, input 2
Input 2: Use or pose

Analyzer signal

Blue identity plus beige worn-use geometry.

Creative freedom

Preserve blue color; use the second image only for wear and pose.

Switcher HTTP 502No retry
View exact prompt
Create one new square photorealistic commercial lifestyle/environment photograph for Swedish e-commerce. Show the product naturally in use by an adult. It must be one matching pair of the exact winter boots in the identity reference, preserving color, ankle height, quilted panels, single buckle strap and black lug sole. Choose the location, activity, person, pose, camera, composition, wardrobe and lighting yourself based on the product and references. Preserve blue color; use the second image only for wear and pose.

CASTING: Whenever a person is visible, the person must have a natural native Swedish or Nordic appearance and contemporary Swedish/Nordic styling. Keep the casting authentic and unstereotyped.

INPUT ROLES: Image 1 is the exact product identity, construction and color source of truth. Image 2 is only use, fit, pose or interaction inspiration. Do not inherit a different color or model from Image 2.

Make the product easy to recognize without turning the image into a diagram or a forced close-up. Show believable support, contact, scale, perspective and lighting. Create a genuinely new photograph rather than reproducing the source composition. No collage, captions, logos added by the generator, infographic graphics, packaging, cables, floating parts, glow effects, medical claims or duplicated products.