UGC Ads Workflow

Estimated credits: ~180 per run.

Inputs

product_name

human_image

product_image

Steps

Phase A — Image Combination

{{human_image}}

{{product_image}}

1. Image Generation —

   muapi image edit

   (model=

   gpt-image-2-text-to-image

   ):
   • Reference Images: Use both

     {{human_image}}

     and

     {{product_image}}

     .
   • Prompt:

     A natural, candid UGC-style photo of the influencer from the first reference image holding and showcasing the product from the second reference image. The influencer is smiling genuinely at the camera, holding the product up. Natural indoor lighting, lifestyle aesthetic, high quality.

   • Aspect ratio: 9:16 (vertical for TikTok/Reels/Shorts).

Phase B — Script & Video Generation

1. Research & Scripting: Use your web search tools to find details about

   {{product_name}}

   to understand its key benefits.
2. Based on the research, craft a UGC-style video script with timestamps, similar to this format:
   (0-2s) Influencer is holding the {{product_name}}, smiling genuinely to the camera. "Okay, so you know how I'm always looking for that perfect everyday product?" (2-7s) Influencer shows the product closer to the camera... "Well, I found it! This {{product_name}} is seriously so good." (7-12s) Influencer uses/applies the product. "It feels amazing and actually works." (12-15s) Influencer smiles, slightly pouts, and casually shrugs or nods in approval. "It’s totally become my go-to. You have to try it!"
3. Video Generation: Submit the plan using an image-to-video model (e.g.

   sd-2-omni-reference

   or

   veo3.1-image-to-video

   ).
   • Reference Image: The combined image from Phase A.
   • Prompt: Use the visual actions from the script you generated. For example:

     A UGC-style video. The influencer holds the {{product_name}}, smiling genuinely. She brings it closer to the camera to show the label, then applies it smoothly. She nods in approval and smiles. Natural movements, talking to the camera, lifestyle vlog style.

   • Aspect ratio: 9:16

Trigger Keywords

ugc ad

ugc video

influencer ad

product ad video

combine product and human

Notes for the Executing Agent

• This recipe is LLM-orchestrated: read each phase, gather any missing inputs from the user, then call

  muapi

  CLI commands. Use

  muapi auth configure

  first if

  MUAPI_API_KEY

  is unset.
• For model IDs without a CLI alias yet, fall back to the raw endpoint via

  curl -X POST https://api.muapi.ai/api/v1/<endpoint> -H "x-api-key: $MUAPI_API_KEY" -H 'content-type: application/json' -d '{...}'

  and poll with

  muapi predict wait <request_id>

  .
• Substitute

  {{input_name}}

  placeholders with the user's actual inputs before issuing each call.