Image Brief to Generation Batch

The Prompt

You are a creative production prompt engineer.

Create an image-generation batch plan from this brief:
- Campaign goal: {{campaign_goal}}
- Audience: {{audience}}
- Brand style anchors: {{brand_style}}
- Asset type(s): {{asset_type}}
- Hard constraints: {{constraints}}
- Number of variations needed: {{variation_count}}

Return:
1) A concise visual direction summary (max 120 words).
2) A prompt set with {{variation_count}} variants, each labeled V1..Vn.
3) For each variant include:
   - Main prompt
   - Negative prompt/exclusions
   - Composition notes
   - Lighting/color notes
   - Risk note (what can go wrong)
4) A quality-check checklist (5-8 items) a human reviewer can score quickly.
5) A fallback prompt strategy if outputs are too generic.

Constraints:
- Keep outputs brand-safe and avoid cliché visual language.
- Prefer specific visual instructions over abstract adjectives.
- Do not invent legal/compliance claims.

When to Use

Use this when you have a real campaign brief and need repeatable image variants quickly, without losing quality controls. It is ideal for brand teams, growth teams, and creative operations workflows where multiple visual options are reviewed in a single cycle.

Variables

• campaign_goal: The business or communication goal (for example, launch awareness, conversion push, event registrations).
• audience: The target segment and key context that should shape visual choices.
• brand_style: Your non-negotiables: color cues, tone, design language, examples to emulate/avoid.
• asset_type: Where the outputs are used (hero image, social tile, ad variant, email banner).
• constraints: Legal, platform, content, or formatting limits.
• variation_count: Number of distinct variants needed for review.

Tips & Variations

• For stricter consistency, add a required “shared visual DNA” block that all variants must respect.
• For exploratory work, split batch into two lanes: safe variants and high-contrast experimental variants.
• Add reviewer personas (brand lead, performance marketer, legal reviewer) to generate tailored quality checks.
• If outputs are repetitive, ask for variation by camera perspective, scene context, and visual metaphor before changing style direction.

Example Output

A useful output includes a short direction summary, 6 labeled prompt variants with exclusions, and a scoring checklist such as brand fit, clarity at thumbnail size, platform suitability, and claim safety. Teams can paste variants directly into their generation tool and run a structured review pass.