Text-to-Image Prompt Frameworks for Consistent Results

A modern scaffold clarifies intent so outputs adhere to your brief. Start with role/goal, define subject and materials, then lock camera, lighting, and constraints.

The Scaffold

ROLE/GOAL • SUBJECT • ENVIRONMENT • MATERIALS • CAMERA/LENS • LIGHTING • STYLE/MOOD • CONSTRAINTS • NEGATIVES

Templates

• Ad hero: role=marketing hero; subject=product; env=studio; lens=50mm; lighting=soft key from left; constraint=clear space top-right; negatives=text, watermark.
• PDP image: role=e-commerce PDP; subject=product isolated; env=neutral; lighting=even; style=brand palette; constraint=margin rules; negatives=harsh specular, glare.
• Concept mockup: role=3D mock; materials=aluminum + matte powder coat; env=industrial; lighting=overhead diffuse; mood=technical.

Style Anchors & Seeds

Save winning prompts/seeds and reuse them across campaigns for cohesive looks.