ChatGPT Image 2 Prompt: Writing Guide with Examples

Learn how to write a ChatGPT image 2 prompt that produces consistent, high-quality results — with structure patterns, real examples, and refinement tips for GPT Image 2.
May 1, 2026

A ChatGPT image 2 prompt is your instruction to the GPT Image 2 model. Unlike earlier AI image tools that required keyword stuffing, GPT Image 2 understands natural language — but it still performs best when your prompt gives it a clear visual brief rather than a vague concept.

How ChatGPT Image 2 Prompts Work

GPT Image 2 reads your prompt as a set of weighted instructions. Elements you mention early and describe in more detail get higher priority. Elements you describe vaguely or omit get filled in by the model's defaults — which may not match your intent.

The practical implication: describe what you definitely want, constrain what you definitely do not want, and leave the rest to the model.

The Core Prompt Pattern

Create [subject] in [scene], [composition], [lighting],
[style reference], [quality markers], [negative constraints].

This structure covers the most common failure modes in one pass.

10 ChatGPT Image 2 Prompt Examples

Product Photography

Create a premium ecommerce product shot of a matte black smart speaker
on a dark walnut surface, studio softbox light from the upper left,
slight reflection below, clean dark background, commercial tech photography,
sharp edges, realistic material texture, no text, no extra props.

Portrait

Create a realistic editorial portrait of a confident woman in her mid-30s,
natural studio light from a large window on the left, neutral beige backdrop,
85mm lens look, slight depth of field, fashion magazine composition,
no busy background, no distorted hands.

Architecture Render

Create a photorealistic exterior render of a minimalist concrete and glass house,
set in a green landscape, blue hour sky, warm interior lights through glass,
wide angle view, architectural photography style, no people, no cars.

Food Photography

Create an editorial food photo of a bowl of miso ramen in a dark ceramic bowl,
steam rising, warm overhead light, dark Japanese restaurant atmosphere,
shallow depth of field, moody food photography, no people, no text.

YouTube Thumbnail

Create a YouTube thumbnail for an AI tutorial video, bold split-screen layout,
left side shows a clean prompt interface glowing blue, right side shows a creator
with an excited expression, high contrast, empty space at top for title text,
modern and sharp, no small text.

Lifestyle Shot

Create a brand lifestyle photo of a person working at a minimal standing desk,
warm afternoon light from the right, white walls, plants in background,
laptop open, coffee cup, clean Scandinavian aesthetic, no face visible.

Logo Concept

Create a minimal logo mark for a creative AI studio, clean geometric design,
dark background, single warm gold accent, no text, vector-clean style,
symbol only, centered composition.

Social Media Graphic

Create an Instagram carousel cover for a wellness brand,
soft sage green background, minimal flat-lay with a journal, pen, and eucalyptus,
top-down overhead shot, warm natural light, empty center space for text overlay.

Interior Design

Create a luxury hotel suite interior, floor-to-ceiling windows with ocean view,
king bed with cream linen, warm pendant lighting, evening atmosphere,
wide angle interior photography, photorealistic, no people.

Abstract Brand Visual

Create an abstract brand visual for a fintech company,
dark navy background, flowing gold particles forming an upward curve,
premium corporate aesthetic, subtle glow effect, no text, no logos.

Refinement Techniques

When the composition is wrong: Add explicit framing — "chest-up portrait", "top-down overhead shot", "wide establishing shot".

When lighting looks flat: Specify a source — "single key light from upper left", "backlit silhouette", "golden hour rim light".

When extra objects appear: Add "no [object]" constraints at the end.

When text renders incorrectly: For intentional text in an image, spell it out exactly in quotes. For images that should have no text, add "no text, no labels, no watermark".

When the style drifts: Add a concrete style reference — "commercial editorial photography", "Architectural Digest interior style", "Apple product launch aesthetic".

From One-Off to Reusable Template

The best ChatGPT image 2 prompt workflow ends with a template, not a one-off. After your prompt produces a result you like, generalize it:

Create a premium ecommerce hero of [product] on [surface],
[light direction], [background], [style reference],
no text, no extra objects.

Now you can generate any product shot by swapping the variable components.


Browse tested, copy-ready prompt templates for every category in the GPT Image 2 Prompt Library →