Pricing

from $15.00 / 1,000 defect cluster founds

Amazon Review Defect Finder

Paste an Amazon product URL and see which complaints are real patterns. It fetches the critical reviews and returns each recurring fault, how many separate reviewers named it, how many times it was mentioned, the first and last date seen, the worst star rating, and their exact words.

Pricing

from $15.00 / 1,000 defect cluster founds

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0.0

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E A

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Monthly active users

5 days ago

Last modified

Categories

E-commerce

Developer tools

You can access the Amazon Review Defect Finder programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

# Set API token
$API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
$cat > input.json << 'EOF'
<{
<  "reviews": [
<    {
<      "userId": "R1",
<      "date": "2026-03-02",
<      "ratingScore": 2,
<      "reviewDescription": "The left earbud stopped charging after about four months. Case shows it at 100% but it is dead."
<    },
<    {
<      "userId": "R2",
<      "date": "2026-03-19",
<      "ratingScore": 1,
<      "reviewDescription": "Left bud stopped charging completely around month five. Right one is fine."
<    },
<    {
<      "userId": "R3",
<      "date": "2026-04-07",
<      "ratingScore": 2,
<      "reviewDescription": "Battery died on the left earbud after four months of light use. Very disappointing."
<    },
<    {
<      "userId": "R4",
<      "date": "2026-02-11",
<      "ratingScore": 1,
<      "reviewDescription": "Case hinge snapped in my pocket within a few weeks. The plastic is far too thin."
<    },
<    {
<      "userId": "R5",
<      "date": "2026-05-02",
<      "ratingScore": 2,
<      "reviewDescription": "The hinge on the charging case broke after about three weeks of normal use."
<    },
<    {
<      "userId": "R6",
<      "date": "2026-05-14",
<      "ratingScore": 1,
<      "reviewDescription": "Hinge cracked and now the case will not stay shut at all."
<    },
<    {
<      "userId": "R7",
<      "date": "2026-01-30",
<      "ratingScore": 3,
<      "reviewDescription": "Did not like the colour, it is more grey than silver in person."
<    }
<  ],
<  "productName": "Wireless Earbuds (example)",
<  "linkUrl": "https://www.amazon.com/dp/B08EXAMPLE"
<}
<EOF

# Run the Actor using an HTTP API
# See the full API reference at https://docs.apify.com/api/v2
$curl "https://api.apify.com/v2/actors/pradio~amazon-defect-ledger/runs?token=$API_TOKEN" \
<  -X POST \
<  -d @input.json \
<  -H 'Content-Type: application/json'

Amazon Review Analyser — Find Recurring Defects API

Below, you can find a list of relevant HTTP API endpoints for calling the Amazon Review Defect Finder Actor. For this, you’ll need an Apify account. Replace <YOUR_API_TOKEN> in the URLs with your Apify API token, which you can find under API & Integrations in Apify Console. For details, see the API reference.

Run Actor

POST
https://api.apify.com/v2/actors/pradio~amazon-defect-ledger/runs?token=<YOUR_API_TOKEN>

Note: By adding the method=POST query parameter, this API endpoint can be called using a GET request and thus used in third-party webhooks. Please refer to our Run Actor API documentation.

Run Actor synchronously and get dataset items

POST
https://api.apify.com/v2/actors/pradio~amazon-defect-ledger/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>

Note: This endpoint supports both POST and GET request methods. However, only the POST method allows you to pass input data. For more information, please refer to our Run Actor synchronously and get dataset items API documentation.

Get Actor

GET
https://api.apify.com/v2/actors/pradio~amazon-defect-ledger?token=<YOUR_API_TOKEN>

For more information, please refer to our Get Actor API documentation.

Actors can be used to scrape web pages, extract data, or automate browser tasks. Use the Amazon Review Defect Finder API programmatically via the Apify API.

You can choose from:

Amazon Review Defect Finder API in Python

Amazon Review Defect Finder API in JavaScript

Amazon Review Defect Finder API through CLI

Amazon Review Defect Finder OpenAPI definition

You can start Amazon Review Defect Finder with the Apify API by sending an HTTP POST request to the Run Actorendpoint. An Actor’s input and its content type can be passed as a payload of the POST request, and additional options can be specified using URL query parameters. The Amazon Review Defect Finder is identified within the API by its ID, which is the creator’s username and the name of the Actor.

When the Amazon Review Defect Finder run finishes you can list the data from its default dataset(storage) via the API or you can preview the data directly on Apify Console.

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