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Business
Ad creative
Essential

Ad creative variants from one product image

Generate many ad concepts while keeping product stable

Use this skill when you need a repeatable image workflow, not a one-off prompt guess. It defines the input, output, tool path, and quality gate before generation starts.

Input
product photo
Output
ad variant set
Use this skillCopy options
Best fit

Ad creative

IP-AdapterGPT Image 2Recraft

Strong scaling workflow

Job to be done

Create ad variant set from product photo, using a task-first workflow instead of a loose prompt dump.

Workflow type

reference-consistency, style-variation

Quality promise

The output must preserve user intent, survive visual inspection, and be ready for the target channel.

Workflow outline

  1. Prepare the source input: product photo.
  2. Pick a first tool path: IP-Adapter, GPT Image 2, Recraft.
  3. Generate or edit toward the promised deliverable: ad variant set.
  4. Review the image for drift, broken details, unreadable text, and weak composition.
  5. Save the prompt, references, and final settings that produced the best reusable result.

Copy-ready skill card

Skill: Ad creative variants from one product image

Scene: Business / Ad creative

Input: product photo

Output: ad variant set

Tools: IP-Adapter, GPT Image 2, Recraft

Quality check: the result must match the promised output and preserve the user intent.

Copy distribution

Take this skill into your AI tool as a prompt, a workflow card, or a portable SKILL.md draft.

Quality gate

  • The final asset clearly matches the requested ad variant set.
  • The main subject still reflects the original product photo.
  • Text, hands, logos, edges, and product details are not visibly broken.
  • The result is usable in the target channel without another full regeneration.

Prompt starter

Create ad variant set for this task: Generate many ad concepts while keeping product stable

Input available: product photo

Preferred tool path: IP-Adapter, GPT Image 2, Recraft

Keep the result faithful to the input and optimize for the ad creative scene.

Evidence and maintenance

Source IDs
IMG-018, IMG-033, IMG-053
Priority
Essential
Library track
Starter

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