Nano Banana Image to Prompt for Reusable Prompt Ideas

For turning a product reference into a new store banner, ad draft, or catalog-style variant.

Reference breakdown: [product type] centered in frame, [surface material], soft diffused light from [direction], grounded shadow, realistic [material texture], clean background, preserve product silhouette and scale, change background to [safe new setting], no extra logos, no unreadable labels, 1:1.

It extracts the visible production setup while avoiding brand copying and unnecessary identity claims.

For creating an original poster prompt from a layout reference without copying the original design.

Original poster concept inspired by a reference layout: large headline area at [position], [directional shape] guiding the eye, [two or three color palette], clear subject silhouette, high contrast, readable short text zone, replace all marks and names with original placeholders, 4:5.

It turns layout mechanics into a new brief instead of asking for a duplicate poster.

For reverse-engineering a strong 16:9 thumbnail structure into a safe new thumbnail idea.

Thumbnail prompt from visual analysis: close original subject on [side], strong contrast against [background type], short text-safe area on [side], expressive but non-identifying face or object, bold readable shapes, clean edge separation, no copied logo or public-figure likeness, 16:9.

It focuses on thumbnail readability and safe composition rather than copying a person or channel style.

For image-to-image edits where the source image is yours and you want a controlled variant.

Use the uploaded reference as composition guidance. Keep [subject shape], [camera angle], and [main layout] unchanged. Change [specific element] to [new safe detail]. Preserve realistic lighting, clean edges, and natural material texture. Do not add extra people, logos, or explicit content.

The prompt separates preservation from change, which is the core of controlled image-to-image editing.

For using a reference board as inspiration without copying any single image.

Create an original [asset type] using moodboard notes: [mood], [palette], [material cues], [composition pattern], and [lighting]. Do not copy any specific image, logo, character, or artist style. Produce a clean, usable concept with [output purpose] in mind.

It converts a collection of visual cues into an original creative direction with clear boundaries.

For preserving the tactile feel of an image while changing the subject or setting.

Prompt idea from texture analysis: [subject] with [visible material qualities], [surface detail], [light behavior], and [color temperature]. Keep the tactile feel of [texture], but create an original scene in [new setting], realistic details, no copied product labels, 1:1.

It captures reusable material language, which is often what makes a reference feel consistent.

For keeping a subject while building a cleaner, safer background idea.

Reference-based background change: keep the main [subject] position and camera angle. Replace background with [new environment], match light direction and shadow softness, keep subject edges natural, remove clutter, no visible brand marks, no unrelated people, commercial-ready composition.

It narrows the edit to background, light matching, and edge quality, which makes the result easier to judge.

For original character concepts where you want consistency without copying an existing person or protected character.

Original character concept from visual notes: [generic role], [silhouette], [color palette], [clothing category], [pose], [background mood]. Keep proportions consistent across variations, avoid public-figure resemblance, avoid protected character details, clean concept art sheet, 3:4.

It extracts broad design choices while explicitly avoiding identity and IP copying.

For learning why a reference ad works and creating a new safe ad concept.

Original ad visual prompt: [product or offer category] as the focal point, [benefit] shown through [safe scene], [composition cue] for attention, [palette], clear CTA space, no copied slogan, no brand imitation, no unlicensed logo, polished campaign draft, 4:5.

It transforms ad structure into a new marketing asset instead of duplicating creative or legal details.

For turning an AI result that almost worked into a clearer next prompt.

Revision prompt from previous output: keep [successful element], fix [failure], reduce [unwanted detail], improve [quality target], preserve [composition], add [one new safe detail], no extra limbs, no unreadable text, no copied marks, generate a cleaner variant.

It treats prompt extraction as iteration: identify what worked, what failed, and the smallest safe change.