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

# Shopping Insights

> Product recommendations extracted from AI responses in Looker Studio.

Product recommendations extracted from structured results returned by
compatible models. Availability varies by provider and model.

<Tabs>
  <Tab title="Dimensions">
    | Field | Type | Description |
    | - | - | - |
    | `date` | Date | Analysis date (YYYY-MM-DD) |
    | `provider` | Text | AI provider name |
    | `prompt` | Text | Original prompt (truncated to 200 chars) |
    | `productName` | Text | Product name |
    | `description` | Text | Product description (truncated to 300 chars) |
    | `image` | Text | Product image URL |
  </Tab>

  <Tab title="Metrics">
    | Field | Type | Description |
    | - | - | - |
    | `rating` | Number | Product rating (0-5) |
    | `reviews` | Number | Number of reviews |
    | `optionsCount` | Number | Number of purchasing options |
  </Tab>
</Tabs>

## Use this source for

* E-commerce visibility tracking
* Product presence in AI shopping results
* Competitive product analysis
* Understanding AI product recommendations


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