---
title: "Bria Product Shot"
description: "Bria Product Shot drops a product cut-out into a scene that you describe, and holds the shape, the label and the proportions of the product while the background changes around it. It is the roasOS product-placement step, and it is the model behind the `product` lane of a statics run."
url: https://docs.roasos.com/models/image-edit/bria-product-shot
---

# Bria Product Shot

<Callout>
  Family 

  `image-edit`

   · model 

  `bria-product-shot`

   · catalog 

  `model-catalog@2026-10-06.v5`

   · pricing 

  `customer-pricing@2026-11-05.v15`

  .
</Callout>

## Endpoint

```http
POST https://api.roasos.com/v1/image-edit/bria-product-shot
```

Send your API key as a bearer token. The key needs the scope `api:write`. Every paid request also needs an `Idempotency-Key` header.

The envelope fields `quote_only`, `quote_id`, `webhook_url` and `wait_timeout_seconds` behave the same on each model endpoint. Refer to [Jobs](/concepts/jobs) and [Quotes and credits](/concepts/quotes-and-credits).

## Good at

A packshot that must become a lifestyle image without the product drifting. Bria states that the model is "trained exclusively on licensed data for safe and risk-free commercial use and optimized for eCommerce" ([https://fal.ai/models/fal-ai/bria/product-shot](https://fal.ai/models/fal-ai/bria/product-shot), read 2026-08-21). It is the one model on this roster with a stated licensed-training-data claim, and that claim, plus the product integrity, is why roasOS adopted it for placement instead of a general image editor. Feed it the cut-out that your product kit already built on /v1/image-edit/bria-bg-remove: the model expects a transparent-background PNG, and a photo with a busy background gives a worse placement. Use /v1/image/nano-banana-pro instead when the whole frame is generated, when the frame needs a person, or when the frame needs rendered type — this model writes no text.

## Pricing

The unit is one **operation**. Pricing key: `bria-product-shot`.

| Request   | Credits |
| --------- | ------- |
| `1_image` | 1       |

The credits come from the roasOS pricing table. No other field changes the price. To get the exact price of your request, send it with `quote_only: true` first.

## Modes

* `product-shot`

Provider endpoints: `fal-ai/bria/product-shot`.

## Request fields

| Field                  | Type    | Required | Default | Rule                              |
| ---------------------- | ------- | -------- | ------- | --------------------------------- |
| `image_url`            | string  | yes      | —       | https URL; ≤ 4,096 characters     |
| `prompt`               | string  | yes      | —       | ≥ 1 character; ≤ 1,000 characters |
| `quote_id`             | string  | no       | —       | UUID                              |
| `quote_only`           | boolean | no       | `false` | —                                 |
| `wait_timeout_seconds` | integer | no       | `0`     | 0–60                              |
| `webhook_url`          | string  | no       | —       | https URL; ≤ 4,096 characters     |

The schema is strict. A field that is not in this table gets `400 unsupported_option`. The field names are the roasOS role names. One role has one name in every family.

## Media

This endpoint accepts these media roles:

* `image_url` — first frame (or the single source image)

| Role        | Items | Maximum size | Content types                           | Duration |
| ----------- | ----- | ------------ | --------------------------------------- | -------- |
| `image_url` | ≤ 1   | 10 MB        | `image/jpeg`, `image/png`, `image/webp` | —        |

Every other role is refused: `avatar_id`, `elements`, `product_id`, `product_images`, `references`, `reference_images`, `end_image_url`, `scene_id`, `scene_image`, `video_urls`, `video_url`, `audio_urls`, `audio_url`, `voice_id`. A refused role gets `400 unsupported_option`.

<Callout>
  Each media URL must be an immutable object on 

  `https://cdn.roasos.com`

   that your workspace owns. Any other URL gets 

  `400 reference_media_not_workspace_owned`

  . Refer to 

  [Reference media and uploads](/concepts/reference-media)

   to learn how to put a file there.
</Callout>

## Prompt

Describe the scene, not the product. The model already holds the product as pixels, so spend the words on the surface it stands on, the light and the setting: "on a rock, next to the ocean, dark theme" is the shape of Bria's own example. Write in English. Avoid special characters. Do not ask for a headline, a logo or a label — the placement keeps the product's own label, and a second rendered one fights it. Keep the description under 1,000 characters. The output is one image at about 1 MP, in the placement that roasOS pins; there is no aspect-ratio field, because the output shape is pinned too.

## Not exposed

These catalog entries describe omitted inputs, pinned values and source constraints. They do not imply that the provider accepts every listed field.

* `num_results` — pinned to `1`.
* `placement_type` — pinned to `manual_placement`.
* `manual_placement_selection` — pinned to `bottom_center`.
* `shot_size` — these values are not available: `1000`, `1000`.
* `padding_values` — not accepted by this public endpoint.
* `original_quality` — not accepted by this public endpoint.
* `ref_image_url` — not accepted by this public endpoint.
* `optimize_description` — pinned to `true`.
* `fast` — pinned to `true`.
* `sync_mode` — not accepted by this public endpoint.

## Result

The result kind is `image`. Always present: nothing. Present when the run makes it: `avatar_id`, `full_body_url`, `images`, `portrait_url`, `provider_seed`, `reference_sheet`, `url`.

```json
{
  "data": {
    "id": "gen_…",
    "kind": "image",
    "model": "bria-product-shot",
    "status": "completed",
    "result": {
      "avatar_id": "00000000-0000-4000-8000-000000000000",
      "full_body_url": "https://cdn.roasos.com/workspaces/ws_01/full_body_url",
      "images": [
        "https://cdn.roasos.com/workspaces/ws_01/images-1.png"
      ],
      "portrait_url": "https://cdn.roasos.com/workspaces/ws_01/portrait_url",
      "provider_seed": 0,
      "reference_sheet": "https://cdn.roasos.com/workspaces/ws_01/reference_sheet",
      "url": "https://cdn.roasos.com/workspaces/ws_01/result"
    }
  }
}
```

The files are immutable objects on `https://cdn.roasos.com`. A result URL is a valid media input for your next request.

## Example

The three steps are always the same: quote, run, poll.

<CodeBlockTabs defaultValue="cURL">
  <CodeBlockTabsList>
    <CodeBlockTabsTrigger value="cURL">
      cURL
    </CodeBlockTabsTrigger>

    <CodeBlockTabsTrigger value="JavaScript">
      JavaScript
    </CodeBlockTabsTrigger>

    <CodeBlockTabsTrigger value="Python">
      Python
    </CodeBlockTabsTrigger>
  </CodeBlockTabsList>

  <CodeBlockTab value="cURL">
    ```bash
    # 1. Quote. Nothing is spent.
    curl -X POST https://api.roasos.com/v1/image-edit/bria-product-shot \
      -H "Authorization: Bearer roasos_sk_live_..." \
      -H "Idempotency-Key: 0f1c9e2a-bria-product-shot-0001" \
      -H "Content-Type: application/json" \
      -d '{"quote_only":true,"image_url":"https://cdn.roasos.com/workspaces/ws_01/uploads/image_url.png","prompt":"A woman holds the bottle at eye level in a bright kitchen, morning light, static camera."}'
    # 200 { "data": { "kind": "quote", "quote_id": "q_7Hk...", "credits": 1, "expires_at": "...",
    #        "confirmation": { "model": "bria-product-shot", "example": "1_image" } } }

    # 2. Run. Same body, same Idempotency-Key, quote_id in place of quote_only.
    curl -X POST https://api.roasos.com/v1/image-edit/bria-product-shot \
      -H "Authorization: Bearer roasos_sk_live_..." \
      -H "Idempotency-Key: 0f1c9e2a-bria-product-shot-0001" \
      -H "Content-Type: application/json" \
      -d '{"quote_id":"q_7Hk...","image_url":"https://cdn.roasos.com/workspaces/ws_01/uploads/image_url.png","prompt":"A woman holds the bottle at eye level in a bright kitchen, morning light, static camera."}'
    # 201 { "data": { "id": "gen_...", "status": "queued", "credits_reserved": 1 } }

    # 3. Poll, then read the result.
    curl https://api.roasos.com/v1/jobs/gen_.../status -H "Authorization: Bearer roasos_sk_live_..."
    curl https://api.roasos.com/v1/jobs/gen_.../result -H "Authorization: Bearer roasos_sk_live_..."
    ```
  </CodeBlockTab>

  <CodeBlockTab value="JavaScript">
    ```javascript
    const key = process.env.ROASOS_API_KEY;
    const url = "https://api.roasos.com/v1/image-edit/bria-product-shot";
    const idempotencyKey = "0f1c9e2a-bria-product-shot-0001";
    const input = {
      "image_url": "https://cdn.roasos.com/workspaces/ws_01/uploads/image_url.png",
      "prompt": "A woman holds the bottle at eye level in a bright kitchen, morning light, static camera."
    };

    const post = (payload) =>
      fetch(url, {
        method: "POST",
        headers: {
          Authorization: `Bearer ${key}`,
          "Idempotency-Key": idempotencyKey,
          "Content-Type": "application/json",
        },
        body: JSON.stringify(payload),
      }).then((response) => response.json());

    // 1. Quote. Nothing is spent.
    const quote = await post({ quote_only: true, ...input });
    console.log(quote.data.credits);

    // 2. Run.
    const job = await post({ quote_id: quote.data.quote_id, ...input });

    // 3. Poll, then read the result.
    let status = "queued";
    while (status !== "completed" && status !== "failed" && status !== "canceled") {
      await new Promise((done) => setTimeout(done, 3000));
      const poll = await fetch(`${url.split("/v1")[0]}/v1/jobs/${job.data.id}/status`, {
        headers: { Authorization: `Bearer ${key}` },
      }).then((response) => response.json());
      status = poll.data.status;
    }

    const result = await fetch(`${url.split("/v1")[0]}/v1/jobs/${job.data.id}/result`, {
      headers: { Authorization: `Bearer ${key}` },
    }).then((response) => response.json());
    console.log(result.data.result);
    ```
  </CodeBlockTab>

  <CodeBlockTab value="Python">
    ```python
    import os, time, requests

    key = os.environ["ROASOS_API_KEY"]
    url = "https://api.roasos.com/v1/image-edit/bria-product-shot"
    headers = {
        "Authorization": f"Bearer {key}",
        "Idempotency-Key": "0f1c9e2a-bria-product-shot-0001",
    }
    payload = {
        "image_url": "https://cdn.roasos.com/workspaces/ws_01/uploads/image_url.png",
        "prompt": "A woman holds the bottle at eye level in a bright kitchen, morning light, static camera."
    }

    # 1. Quote. Nothing is spent.
    quote = requests.post(url, headers=headers, json={"quote_only": True, **payload}).json()
    print(quote["data"]["credits"])

    # 2. Run.
    job = requests.post(url, headers=headers, json={"quote_id": quote["data"]["quote_id"], **payload}).json()
    job_id = job["data"]["id"]

    # 3. Poll, then read the result.
    jobs = "https://api.roasos.com/v1/jobs"
    status = "queued"
    while status not in ("completed", "failed", "canceled"):
        time.sleep(3)
        status = requests.get(f"{jobs}/{job_id}/status", headers=headers).json()["data"]["status"]

    result = requests.get(f"{jobs}/{job_id}/result", headers=headers).json()
    print(result["data"]["result"])
    ```
  </CodeBlockTab>
</CodeBlockTabs>

## Today

`POST /v1/image-edit/bria-product-shot` costs **1 credit** for one generation, flat. No field of the request changes that price. The reason the price has one shape is that roasOS pins the provider controls that would move it: `num_results` is pinned to 1, and `placement_type` is pinned to `manual_placement` with a `bottom_center` placement. At the provider's own `automatic` placement one request returns ten images per result, so an exposed count would be an unbounded bill against one flat published price. The request therefore takes two fields only: the cut-out in `image_url`, and the scene in `prompt`. `POST /v1/generations` has no `image-edit` type, so this endpoint is the only public path to this model. The endpoint is an API capability first: the roasOS agent does not offer it as a tool yet, so the `product` lane of a statics run falls back to Nano Banana Pro with the cut-out as a reference until it does.

## See also

* [`llms.txt` for this model](https://docs.roasos.com/models/image-edit/bria-product-shot/llms.txt) — the same facts as one plain-text file for an agent.
* `GET https://api.roasos.com/v1/catalog/bria-product-shot` — the machine-readable form: enums, defaults, limits and prices. Refer to the [API reference](/api-reference/overview).
* [Jobs](/concepts/jobs) — how to poll a job and read its result.
* Provider endpoints: `fal-ai/bria/product-shot`.