# What AliExpress buyers complain about

**Use case:** 

A seller sees the same complaint in more than one review and needs to know whether the item or the experience is driving it. Use the words buyers repeat to decide what must change before the next order.

## Input

```json
{
  "startUrls": [
    "https://www.aliexpress.com/item/1005012071661126.html",
    "https://www.aliexpress.com/item/1005010535823469.html"
  ],
  "maxItems": 3,
  "maxSeconds": 240,
  "includeEmpty": false
}
```

## Output

```json
{
  "content": {
    "label": "Content",
    "format": "string"
  },
  "translatedContent": {
    "label": "Translated Content",
    "format": "string"
  },
  "reviewId": {
    "label": "Review ID",
    "format": "string"
  },
  "reviewerName": {
    "label": "Reviewer Name",
    "format": "string"
  },
  "rating": {
    "label": "Rating",
    "format": "string"
  },
  "productRating": {
    "label": "Product Rating",
    "format": "number"
  },
  "productReviewTotal": {
    "label": "Product Review Total",
    "format": "integer"
  },
  "productId": {
    "label": "Product ID",
    "format": "string"
  },
  "date": {
    "label": "Date",
    "format": "string"
  },
  "scrapedAt": {
    "label": "Scraped At",
    "format": "string"
  },
  "url": {
    "label": "URL",
    "format": "string"
  },
  "inputGiven": {
    "label": "Input Given",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [AliExpress Review Scraper](https://apify.com/reapx/aliexpress-review-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/reapx/aliexpress-review-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/reapx/aliexpress-review-scraper.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).
