> 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/amazon-scraper.md).

# Amazon

**Product Reviews** · **Customer Feedback**

> `E-commerce / Reviews`

Find out what customers really think. Get structured review data, including ratings, titles, and the full text, so you can track sentiment, catch recurring issues, or see how you stack up against the competition.

{% hint style="success" %}
**Ready to run!** No login required — explore the use cases, preview the sample data below, and download a free sample set.

<p align="center"><a href="https://gist.github.com/listly-io/d1a5fcffba7bb6a8bbca623b83f86706" class="button primary">Code</a></p>
{% endhint %}

***

## 📋 Available Fields

| Field               | Description                                   |
| ------------------- | --------------------------------------------- |
| `product-name`      | Name of the product the review belongs to     |
| `review-title`      | Headline of the customer review               |
| `review-body`       | Full text of the customer review              |
| `rating`            | Star rating given (out of 5)                  |
| `reviewer-name`     | Display name of the reviewer                  |
| `review-date`       | Date the review was posted                    |
| `verified-purchase` | Whether the review is from a verified buyer   |
| `helpful-votes`     | Number of "helpful" votes the review received |

***

## 💡 Use Cases

**Sentiment Analysis** — Aggregate review text and ratings to gauge overall customer sentiment, then track how it shifts after a launch, price change, or product update.

**Product Issue Detection** — Surface recurring complaints (sizing, durability, shipping) by mining review bodies, so product and QA teams can prioritize fixes.

**Competitive Benchmarking** — Compare review volume, average ratings, and common praise or criticism across competing products to position your offering.

**Marketing & Social Proof** — Identify your highest-rated, most-helpful reviews to feature as testimonials and inform messaging that resonates with buyers.

<p align="center"><a href="https://chromewebstore.google.com/detail/listly-web-scraping/ihljmnfgkkmoikgkdkjejbkpdpbmcgeh?pli=1" class="button primary">▶ Try it for Free</a></p>

***

## 📊 Sample Data

{% file src="/files/6L7atVcJB4L6xspSSavh" %}

<table><thead><tr><th>product-name</th><th width="128">review-title</th><th align="center">rating</th><th>reviewer-name</th><th>review-date</th><th align="center">verified-purchase</th><th align="center">helpful-votes</th></tr></thead><tbody><tr><td>Wireless Noise-Cancelling Headphones</td><td>Best sound for the price</td><td align="center">5.0</td><td>Marcus L.</td><td>2025-04-12</td><td align="center">Yes</td><td align="center">142</td></tr><tr><td>Wireless Noise-Cancelling Headphones</td><td>Comfortable but battery fades</td><td align="center">3.0</td><td>Priya S.</td><td>2025-03-29</td><td align="center">Yes</td><td align="center">28</td></tr><tr><td>Stainless Steel Water Bottle 32oz</td><td>Keeps drinks cold all day</td><td align="center">4.5</td><td>Dana R.</td><td>2025-04-02</td><td align="center">Yes</td><td align="center">67</td></tr><tr><td>Stainless Steel Water Bottle 32oz</td><td>Lid leaks a little</td><td align="center">2.0</td><td>Anonymous</td><td>2025-02-18</td><td align="center">No</td><td align="center">9</td></tr><tr><td>Ergonomic Office Chair</td><td>Saved my back</td><td align="center">5.0</td><td>Tom H.</td><td>2025-04-20</td><td align="center">Yes</td><td align="center">311</td></tr><tr><td>Ergonomic Office Chair</td><td>Assembly took forever</td><td align="center">3.5</td><td>Lena K.</td><td>2025-03-11</td><td align="center">Yes</td><td align="center">45</td></tr><tr><td>Smart LED Desk Lamp</td><td>Sleek and bright</td><td align="center">4.0</td><td>Jordan M.</td><td>2025-04-08</td><td align="center">Yes</td><td align="center">53</td></tr><tr><td>Smart LED Desk Lamp</td><td>App is buggy</td><td align="center">2.5</td><td>Chris P.</td><td>2025-01-30</td><td align="center">Yes</td><td align="center">18</td></tr><tr><td>Compact Espresso Machine</td><td>Cafe-quality at home</td><td align="center">5.0</td><td>Sofia G.</td><td>2025-04-15</td><td align="center">Yes</td><td align="center">204</td></tr><tr><td>Compact Espresso Machine</td><td>Loud but worth it</td><td align="center">4.0</td><td>Ravi N.</td><td>2025-03-22</td><td align="center">Yes</td><td align="center">31</td></tr></tbody></table>

***

## 🔗 Explore Other Web Scrapers

{% content-ref url="/pages/fZSNB44RdszM0pRXFmOu" %}
[Sephora Fields](/support/ecommerce-review-scraping/ecommerce-websites/sephora.md)
{% endcontent-ref %}

{% content-ref url="/pages/1oefBU7aSck9BdFuHUUB" %}
[Costco](/support/ecommerce-review-scraping/ecommerce-websites/costco-scraper.md)
{% endcontent-ref %}

***

<h3 align="center">Didn't find what you are looking for?</h3>

<p align="center">No problem, we're here to help! <br>Have the Listly team set up your review data collection pipeline, effortlessly.</p>

<p align="center"><a href="/pages/Zuf7iCPwnbovpz8KoHqF" class="button primary">Contact Support</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 dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

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

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
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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.