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Get Started Free →Generate realistic product-in-use lifestyle scenes. Places the product in believable contexts of use (who, where, when, doing what) with natural lighting and real texture, for lifestyle/editorial/ecommerce. Use when the user says "lifestyle shot", "product in use", "scene", "show it being used", "in-context photography", or needs people/environment around the product. Part of the Creative Production set.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 18% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-22 | ✗→✓ | ▲ Improved | -19% | 0% |
Show the product living in the real world — believable usage moments, not floating studio renders. The job is to make a viewer picture themselves using it. Realism and emotional plausibility beat technical perfection.
creative-shot.creative-offer.creative-explore first.backdrop → subject + product → light/lens → constraints. Favor photoreal-natural styling: candid, real texture, natural light, believable depth of field../creative/scene/<moment>.png.Product: insulated water bottle. Audience: trail runners.
## Moment "Dawn Trail"
who: runner, late 20s, mid-stride where: forest trail, first light
when: cool blue-hour → warming doing: pausing to drink
prompt: "forest trail at dawn -> runner pausing, bottle to lips, breath visible
-> 50mm, shallow DOF, soft directional light -> candid, real sweat/texture,
bottle clearly visible and in focus"
[ref: ./creative/scene/dawn-trail.png]
## Moment "Desk Companion"
who: implied (hand only) where: tidy work desk when: midday
doing: reaching for the bottle beside a laptop
prompt: "minimal wood desk, daylight -> hand reaching for bottle next to laptop
-> 35mm, natural light -> candid, real texture, bottle hero"
[ref: ./creative/scene/desk.png]Recommendation: "Dawn Trail" for the hero (aspirational, on-audience); "Desk" for broader appeal.
Winning scenes → creative-polish for finish (grade, fix artifacts, conform aspect). Reuse the creative-explore stub for cross-asset consistency.
Needs a text-to-image tool. Without one, deliver the structured scene prompts for the user to render.
Other measured skills in the registry, with their headline benchmark lift.