imagephotorealisticintermediate

GPT IMAGE — CANDID TEAM PORTRAIT

Executive + IC group shot with plausible camera physics.

Recommended Model: gpt-image-2
Est. Tokens: 380

Prompt Generator

Generate Your Prompt

Fill in the fields below to generate an optimized prompt based on best practices

OpenAI cookbook: describe like a photographer; avoid implying exact optics simulation guarantees.

Examples

Filled example

Input Variables
team:8-person platform infra crew
environment:converted warehouse HQ with skylight shafts
camera_notes:35mm full-frame, ƒ2.8, ISO 320, mild film grain believable grain
framing_notes:three-quarter clustering, asymmetric shoulders, CTO slightly forward

Frequently Asked Questions

Best Practices

Critical Best Practices

Ordered structure (scene → subject → constraints)

critical

Write prompts in consistent order: background/scene → subject → details → exclusions. Include intended use (ad, UI mock, infographic) so the model sets polish level.

Example:

"Create a realistic mobile UI mock… White background … place in iPhone frame. No decorative clutter."

Source: openai

Lock in-image typography

critical

Put verbatim copy in quotes or ALL CAPS; specify placement, contrast, font style. For dense layouts use higher quality tier. Spell tricky brands letter-by-letter if needed.

Source: openai

Recommended Best Practices

Use explicit photorealism cues

recommended

For believable photography, include “photorealistic” or “real photograph” plus lens, framing, lighting, and texture (fabric wear, pores). Avoid sterile studio-perfect language unless intentional.

Source: openai

Edits: “change only X; keep…”

recommended

For image→image edits repeat invariants each turn: identity, layout, logos, angles. Say ‘do not alter saturation/lighting/objects’ when drift is unacceptable.

Source: openai

Optional Enhancements

Quality vs latency

optional

gpt-image-2 defaults for new work; use lower quality tiers for drafts / volume. Prefer medium/high for dense text, infographics, fine faces, slides. Very large canvases (>2K) may be less consistent.

Source: openai

Related Templates

Keywords

team photo ai promptheadshot ensemble