> For the complete documentation index, see [llms.txt](https://help.listly.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://help.listly.io/support/ecommerce-review-scraping/ecommerce-websites/bestbuy-scraper.md).

# Best Buy

Product Reviews

<figure><img src="https://3090065457-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FgoHfMCeMlqJPW61OR5d1%2Fuploads%2FqPV3CbBuzbl1hNwmk84m%2Fbestbuy.gif?alt=media&amp;token=37923c95-b70e-47aa-8aa4-a199feef0903" alt=""><figcaption></figcaption></figure>

{% hint style="success" %}
**Ready to scrape?** No login required! Preview the sample data, explore the available fields, and download a free sample set.
{% endhint %}

{% tabs %}
{% tab title="Sample Data" %}
{% file src="/files/42JKPJMadnqMcCYSbsEj" %}

Test page: <https://www.bestbuy.com/product/apple-11-inch-ipad-a16-chip-with-wi-fi-128gb-silver/JJGCQG39VG/sku/6578266/reviews>
{% endtab %}

{% tab title="Available Fields" %}

| Field               | Description                                     |
| ------------------- | ----------------------------------------------- |
| `review-title`      | Headline of the customer review                 |
| `review-body`       | Full text of the customer review                |
| `rating`            | Star rating (1–5) the reviewer gave the product |
| `reviewer-name`     | Display name of the reviewer                    |
| `verified-purchase` | Whether the review is from a verified purchase  |
| `review-date`       | Date the review was posted                      |
| {% endtab %}        |                                                 |

{% tab title="Use Cases" %}
**Rating & Feature Breakdown.** Break reviews down by star rating to see what earns top marks and what draws the rare complaint, then trace each score back to the specific features — battery, display, performance, value — reviewers call out in the text.

**Real-World Use Case Mining.** Surface recurring themes from review text such as note-taking, streaming, photo editing, or travel to learn how the product actually fits into customers' daily lives — invaluable for matching messaging to how people really use it.

**Variant & Value Sentiment.** Pull color, storage, and price mentions out of the review text to see which configurations win and which spark concerns about value, storage limits, or accessories — informing inventory and bundling decisions.

**Verified-Purchase Trust & Social Proof.** Separate verified purchasers from unverified reviews to ground analysis in genuine buyers, then feature your highest-rated, most detailed reviews as testimonials.
{% endtab %}
{% endtabs %}

<p align="center"><a href="https://gist.github.com/listly-io/69b4902add3018515d77851036d84e18" class="button primary">Code</a></p>


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://help.listly.io/support/ecommerce-review-scraping/ecommerce-websites/bestbuy-scraper.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.