Image2Prompt Workflow: How to Turn a Reference Image into a Prompt

May 11, 2026

Image2Prompt is most useful when you extract a reusable visual recipe instead of a literal caption. The goal is to capture enough information for a new generation to follow the same direction.

Step 1: Identify the Subject

Name the object, person, room, landscape, or scene clearly.

Step 2: Describe the Framing

Add crop, distance, angle, and composition. Examples: top-down, close-up, wide hero image, centered product shot, over-the-shoulder portrait.

Step 3: Add Lighting and Material

Lighting changes the entire result. Add direction, softness, contrast, reflections, texture, and color temperature.

Step 4: Convert to Prompt

Create a realistic lifestyle product photo of a ceramic mug beside an open notebook, top-down composition, morning window light from the left, warm neutral palette, soft shadows, editorial cafe mood, no text.

Start from the Image2Prompt page.

GPT Image 2 Prompts