Nano Banana

Verified against Nano Banana / Gemini 3.1 Flash Image · 2026-08-08

Generate a consistent multi-angle hero shot set for one product listing with Nano Banana

A reusable style-lock brief for shooting several angles of the same product across separate generations so they still read as one coherent photoshoot instead of four unrelated renders.

Nano Banana (Gemini 3.1 Flash Image)Gemini app5 fillable variables

The prompt

Ready to copy — highlighted parts are example details you can swap.

Act as a product photographer producing one image in a multi-angle hero set for a single listing — this exact same style spec will be re-used to shoot other angles afterward in this same conversation, so nothing here should be angle-specific except the one field marked as such.

LOCKED STYLE SPEC (reuse identically across the whole set)
PRODUCT: a stainless-steel double-wall insulated water bottle with a matte navy powder-coat finish
SURFACE & BACKGROUND: centered on a pale ash-wood plinth against a seamless soft-grey paper sweep
LIGHTING RIG: large overhead softbox as key, a fill card from the right at about half the key's intensity, no rim light
Treat this spec as a contract for every image in the set — if I ask for another angle later in this conversation, hold every word above unchanged and only swap the angle instruction below.

THIS SHOT'S ANGLE
straight-on front view at lens height, cap facing camera. Frame it as its own independently useful hero image, not as a partial crop of a wider scene.

WHAT MUST MATCH ACROSS THE WHOLE SET, EVEN THOUGH YOU'RE ONLY MAKING ONE IMAGE NOW
Color temperature, shadow direction, surface color, and background tone must be identical to what a viewer would expect if this image sat side-by-side with the next angle in the set. Do not warm up, cool down, or re-expose this shot relative to the locked spec above just because this particular angle happens to catch more or less of the background.

FRAMING
Fill roughly 70% of the frame with the product, centered, with the horizon or surface line level — no tilt unless the angle itself is a deliberately dramatic one.

WHAT TO KEEP OUT OF FRAME
No hands, no second product, no props beyond the surface and background named above, no watermark-style artifacts, no text overlays.

OUTPUT
One photorealistic image — one angle of the set — styled so that regenerating this same brief later with only the angle field changed would produce a shot that convincingly belongs next to this one in a single product gallery.

Customize

Optional — swap in your own details for the highlighted parts above.

Why this works

Nano Banana has no exposed seed parameter or style-lock control the way some diffusion tools do, so consistency across a set of separately generated angles has to be engineered entirely through the prose the model reads each time, not through a shared random state — which is exactly why this prompt separates a reusable, copy-pasteable style-spec block from the one field that's actually allowed to change between calls. Left unstructured, asking for "the same product from another angle" in a follow-up message tends to drift: the model re-imagines the lighting and surface tone slightly fresh each time rather than treating the earlier description as binding, since a conversational edit or regeneration isn't guaranteed to weight prior turns as strict constraints on new ones. Explicitly telling the model that an angle catching more or less background must not justify re-exposing or re-color-grading the shot heads off the specific failure where a three-quarter angle that reveals more backdrop comes out visibly brighter or warmer than a straight-on shot of the same product, which is a common and otherwise subtle tell that a supposed matched set was actually four independent generations. Naming the surface and lighting rig with the same level of physical specificity used in single-shot studio prompts (position, relative intensity) rather than vague adjectives is what makes the spec block genuinely reusable rather than open to reinterpretation on each regeneration — a rig described only as "good lighting" gives the model a different plausible interpretation every time it's asked to render it again.

What you get back

A clean, evenly lit front-angle product shot with a light natural contact shadow; running the same locked spec again with only the angle field swapped to a three-quarter view produces a visually matching companion shot, though small color-temperature drift between generations is still common enough that one follow-up nudge ("match the warmth of the first shot exactly") is often needed to fully unify a four-angle set.

Verified against

Nano Banana / Gemini 3.1 Flash Image Gemini 3.1 Flash Image · 2026-08-08

Changelog

  • 2026-08-08 — Initial publish, verified against Nano Banana (Gemini 3.1 Flash Image) across a four-angle product set.

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