# Analyze an Amazon Product's Customer Feedback

**Use case:** 

Feedback report for one Amazon product: rating, rating count, star histogram, Amazon's 'Customers say' aspects when Amazon shows them, themes from the collected English reviews with their sample size, and the reviews. Change the ASIN or URL and the marketplace. You get up to 13 top reviews selected by Amazon. On amazon.com, Amazon may ask visitors to sign in instead; you then get rating data only.

## Input

```json
{
  "products": [
    "B001ETUD5I"
  ],
  "marketplace": "UK",
  "additionalMarketplaces": [],
  "allMarketplaces": false,
  "maxReviewsPerProduct": 13,
  "includeFeedbackAnalysis": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  },
  "maxConcurrency": 5
}
```

## Output

```json
{
  "asin": {
    "label": "Asin",
    "format": "string"
  },
  "outcome": {
    "label": "Outcome",
    "format": "string"
  },
  "productTitle": {
    "label": "Product title",
    "format": "string"
  },
  "primaryMarketplace": {
    "label": "Primary marketplace",
    "format": "string"
  },
  "averageRating": {
    "label": "Rating (Amazon)",
    "format": "number"
  },
  "ratingsCount": {
    "label": "Ratings (Amazon)",
    "format": "integer"
  },
  "reviewsDelivered": {
    "label": "Reviews delivered",
    "format": "integer"
  },
  "amazonSummary": {
    "label": "Amazon 'Customers say' (when shown)",
    "format": "string"
  },
  "amazonAspects": {
    "label": "Amazon aspects (when shown)",
    "format": "string"
  },
  "themeSampleSize": {
    "label": "Theme sample (English reviews)",
    "format": "integer"
  },
  "samplePositiveThemes": {
    "label": "Positive themes (collected English reviews)",
    "format": "string"
  },
  "sampleComplaintThemes": {
    "label": "Complaint themes (collected English reviews)",
    "format": "string"
  },
  "outcomeDetail": {
    "label": "Outcome detail",
    "format": "string"
  },
  "sourceUrl": {
    "label": "Source url",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Amazon Product Feedback Analyzer](https://apify.com/zapticx/amazon-product-feedback-analyzer.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/zapticx/amazon-product-feedback-analyzer.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/zapticx/amazon-product-feedback-analyzer.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).