> ## Documentation Index
> Fetch the complete documentation index at: https://cloro.dev/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Inline products

> Individual product references with detailed rationale, themed reviews, and rendering hints for inline display in ChatGPT responses.

This section documents the **inline products** data returned by the [ChatGPT endpoint](/api-reference/endpoint/monitor-chatgpt). Inline products are part of the ChatGPT response, so no separate API call is needed.

## Example request

Inline products are opt-in. Set `include.shopping: true` in your request to include them in the response.

```json theme={null}
{
  "prompt": "What are the best microwaves in the UK for 2026?",
  "model": "CHATGPT",
  "country": "GB",
  "include": {
    "shopping": true
  }
}
```

This produces a response containing the `inlineProducts` array documented below.

## Overview

Inline products are individual product references that appear embedded in ChatGPT's response text. Unlike shopping cards which group multiple products together, inline products are stand-alone product mentions that can be displayed inline within the text, in comparison tables, or as featured recommendations.

This feature supports OpenAI's [product discovery capabilities](https://openai.com/index/powering-product-discovery-in-chatgpt/) in ChatGPT.

<Frame caption="Inline products in ChatGPT">
  <img src="https://mintcdn.com/cloro/Qv2xgJAgMecwTTRq/images/chatgpt/inline-products.webp?fit=max&auto=format&n=Qv2xgJAgMecwTTRq&q=85&s=244e1e289038146bc0185e7f63244d97" alt="Inline products in ChatGPT" width="2480" height="1440" data-path="images/chatgpt/inline-products.webp" />
</Frame>

<Info>
  **Model availability**

  Inline products currently appear when ChatGPT uses the `gpt-5-3` model. ChatGPT automatically selects which model to use for each request, so inline products may not be present in all responses.
</Info>

Inline product extraction is part of ChatGPT's product discovery output. Set `include.shopping: true` in your request to include them in the response.

<Info>
  **Opt-in feature**

  Inline products extraction is disabled by default. You must explicitly set `include.shopping: true` to extract inline products from ChatGPT responses. Enabling `include.shopping` adds +2 credits to the base cost.
</Info>

## Inline product structure

Each inline product contains:

| Field       | Type   | Description                                                                                                                                                                                                                                 |
| ----------- | ------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `product`   | object | Complete product information (same structure as [shopping cards](/api-reference/endpoint/chatgpt/shopping-cards)). Carries a `position` field — 1-indexed rank across the `inlineProducts` array, flat across the response. Always emitted. |
| `render_as` | string | Rendering hint: "inline", "hero", or "block"                                                                                                                                                                                                |

## Example usage

```json theme={null}
{
  "prompt": "What are the best microwaves in the UK for 2026?",
  "model": "CHATGPT",
  "country": "GB",
  "include": {
    "shopping": true
  }
}
```

Response with inline products:

```json theme={null}
{
  "success": true,
  "result": {
    "text": "Based on reviews and user feedback, here are the top microwaves...",
    "inlineProducts": [
      {
        "product": {
          "id": "14461636969439553799",
          "title": "Sage Combi Wave 3-in-1 Microwave",
          "position": 1,
          "url": "https://www.johnlewis.com/sage-combi-wave-3-in-1?utm_source=chatgpt.com",
          "price": "£359.00",
          "merchants": "John Lewis & Partners + others",
          "image_urls": [
            "https://images.openai.com/thumbnails/url/..."
          ],
          "num_reviews": 640,
          "rating": 4.2,
          "cite": "turn0product2",
          "offers": [
            {
              "merchant_name": "John Lewis & Partners",
              "seller_name": "John Lewis & Partners",
              "product_name": "Sage Combi Wave 3-in-1 Microwave",
              "url": "https://www.johnlewis.com/sage-combi-wave-3-in-1?utm_source=chatgpt.com",
              "price": "£359.00",
              "details": "In stock, Free standard delivery",
              "original_price": "£399.00",
              "available": true,
              "checkoutable": false,
              "is_digital": null,
              "provider": "p2",
              "price_details": {
                "base": "£359.00",
                "total": "£359.00"
              },
              "tag": {
                "text": "Best price"
              }
            }
          ]
        },
        "render_as": "inline"
      }
    ]
  }
}
```