Generate AI product creative images from a photo and a prompt

Submit a product photo and a short prompt, and get back an AI-generated creative image for ads.

How the work actually flows

It repeats. Repeats image not ready yet.

Pattern: Structured Loop (21)

flowchart TD trig>"creative request form submitted"]:::trig s0["submit prompt and product image"]:::svc s1["wait before status check"]:::task s2["check generation status"]:::svc s3["retrieve finished image link"]:::svc trig --> s0 s0 --> s1 s1 --> s2 lp{"generation completes"}:::gate s2 --> lp lp -. "image not ready yet" .-> s1 lp -->|"finished"| s3 out[/"finished AI product creative image"/]:::out pay{{"fast ad creative without designer"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceRepeat or finishResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Survey & Feedback
Connects
DefapiGoogle Nano-Banana

The problem it solves

Creating eye-catching product ads usually means hiring a designer or spending hours in editing software. When you need fresh creative fast for a campaign, that turnaround time can hold you back.

Who it fits

A marketer, product designer, or e-commerce business that needs quick, polished product ad images.

How it works

  1. A text prompt describing the scene and a product image link are submitted through a form
  2. The request is sent to an AI image model for creative generation
  3. The system checks generation status until the image is ready
  4. The finished creative image link is returned
What you get

Ad images ready for a final look

Submit a product photo and a short prompt to get a polished AI-generated creative image back for your ads.

What you get

A finished AI-generated product creative image, ready to download or embed.

What you need

A Defapi account and API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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