Amazon Review API

API Description

This API is used to initiate Amazon product review data collection tasks.
After calling the API, the system will automatically crawl user review data for the target product in the background, helping users comprehensively capture real customer feedback and providing data support for sentiment analysis, product optimization, and market decision-making.

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Request URL

POST https://scrapeapi.pangolinfo.com/api/v1/scrape

Request Headers

Parameters	Parameter value	Type	Description
Content-Type	application/json	string	Data format
Authorization	Bearer xxx	string	Authorization Token

Request Parameters

Parameters	Required	Type	Description
url	Yes	string	Target site URL Note: If omitted, `site` are required.
site	Yes	string	Site information Note: `site` is optional if `url` is provided. Supported countries / marketplaces (9): `amz_us` (United States) / `amz_de` (Germany) / `amz_uk` (United Kingdom) / `amz_au` (Australia) / `amz_mx` (Mexico) / `amz_in` (India) / `amz_eg` (Egypt) / `amz_ae` (United Arab Emirates) / `amz_ca` (Canada)
bizContext	Yes	object	Business context
format	No	string	Data return format
formatType	No	string	Data return format Type
mediaType	No	string	Review Media Type
parserName	No	string	Parser name

Business Context Parameters

Parameter	Type	Description
bizKey	string	Business Context ID
pageCount	integer	Number of pages to retrieve. Example: pageCount = 2: Fetch pages 1–2 (2 pages total) (5 credits per page; total = 5 × pages)
asin	string	Amazon Standard Identification Number (ASIN)
filterByStar	string	Star rating filter
sortBy	string	Sort order

Response value

Return value	Type	Description
code	int	Status code, `0` means success
message	string	Message, `ok` on success
pointCost	number	Credits actually consumed by this request
data	object	Returned data, see structure below

Return parameter `data` description

Return value	Type	Description
json	object[]	Array of parse results. Each element is one page of results; the review list lives at `json[].data.results`, described under “Review object fields” below
url	string	Task URL
taskId	string	Task ID

`json[]` element structure

Return value	Type	Description
code	int	Parse status code for this page, `0` means success
message	string	Parse message for this page
data.totalReviews	string	Total review count for the target product; empty when Amazon does not expose the count
data.results	object[]	Array of review objects on this page, fields below

Review object fields (`json[].data.results[]`)

Field	Type	Description
reviewId	string	Unique review ID, e.g. `R3C2Q5J7C0DA76`
author	string	Reviewer display name
authorId	string	Reviewer account ID (parsed from the profile link, i.e. the XXXX part of `amzn1.account.XXXX`)
authorLink	string	Relative link to the reviewer’s profile page
authorAvatar	string	Reviewer avatar image URL. Note: users without a custom avatar return an Amazon generic placeholder, which comes in two forms: · `https://m.media-amazon.com/images/S/amazon-avatars-global/default.png` · `https://images-na.ssl-images-amazon.com/images/G/01/x-locale/common/grey-pixel.gif` To detect a “real avatar”, exclude these two placeholder URLs.
star	string	Raw star rating text, e.g. `5.0 out of 5 stars` (wording varies by marketplace language; extract the number yourself)
title	string	Review title
content	string	Review body
date	string	Raw review date text, e.g. `May 23, 2026` (format varies by marketplace language)
country	string	Country/region where the review was written
purchased	boolean	Whether it is a Verified Purchase
vineVoice	boolean	Whether the reviewer is a Vine Voice
helpful	string	Raw “helpful” vote text, e.g. `2 people found this helpful`; empty string `""` when nobody voted (extract the number yourself)
imgs	string[] \| null	Array of review image URLs; `null` when there are no images
videos	string[] \| null	Array of review video URLs (usually m3u8 playback URLs); `null` when there are no videos
attributes	object[] \| null	Purchase attributes (e.g. size, color), each element a single key-value object, e.g. `{"Size":"Small"}`; `null` when none
asin	string	Variant ASIN this review belongs to; may be an empty string `""` for some reviews

Request example

curl --request POST \
  --url https://scrapeapi.pangolinfo.com/api/v1/scrape \
  --header 'Authorization: ' \
  --header 'Content-Type: application/json' \
  --data '{
  "url": "https://www.amazon.com",
  "site": "",
  "bizContext": {
    "bizKey": "review",
    "pageCount": 1,
    "asin": "B076CLQDR4",
    "filterByStar": "all_stars",
    "sortBy": "recent"
  },
  "format": "json",
  "formatType": "all_formats",
  "mediaType": "all_contents",
  "parserName": "amzReviewV2"
}'

Return example

For readability, the example below shows 3 representative reviews taken from a real response:
① real avatar + purchase attributes; ② with a review video + “helpful” vote count; ③ boundary case where attributes / asin are empty.

{
  "code": 0,
  "message": "ok",
  "pointCost": 5.0,
  "data": {
    "json": [
      {
        "code": 0,
        "message": "ok",
        "data": {
          "totalReviews": "1,234",
          "results": [
            {
              "reviewId": "R3C2Q5J7C0DA76",
              "author": "Ilen Ferro",
              "authorId": "AEU3VSQZ6DYO2FZC5MOYNZ37OJJQ",
              "authorLink": "/gp/profile/amzn1.account.AEU3VSQZ6DYO2FZC5MOYNZ37OJJQ/ref=cm_cr_arp_d_gw_btm",
              "authorAvatar": "https://m.media-amazon.com/images/S/amazon-avatars-global/836b4724-a4fc-4f3e-9aff-f74a5a7a3b4f._CR0%2C0%2C500%2C500_SX460_.jpeg",
              "star": "5.0 out of 5 stars",
              "title": "Elegante",
              "content": "Maravilloso",
              "date": "May 23, 2026",
              "country": "United States",
              "purchased": true,
              "vineVoice": false,
              "helpful": "",
              "imgs": null,
              "videos": null,
              "attributes": [
                { "Fit Type": "Faux fur collar" },
                { "Size": "Small" },
                { "Color": "New_red" }
              ],
              "asin": "B014CQ8MX4"
            },
            {
              "reviewId": "R1UILPJ47IXO4H",
              "author": "Emily",
              "authorId": "AFOE36W4R64TXNPFZBDBFF5BM3PQ",
              "authorLink": "/gp/profile/amzn1.account.AFOE36W4R64TXNPFZBDBFF5BM3PQ/ref=cm_cr_arp_d_gw_btm",
              "authorAvatar": "https://images-na.ssl-images-amazon.com/images/G/01/x-locale/common/grey-pixel.gif",
              "star": "4.0 out of 5 stars",
              "title": "Cutest Best Coat",
              "content": "Literally the cutest best coat ever. Its warm, super cute, fits me everywhere right as a mid size girly...",
              "date": "April 13, 2026",
              "country": "United States",
              "purchased": true,
              "vineVoice": false,
              "helpful": "2 people found this helpful",
              "imgs": null,
              "videos": [
                "https://m.media-amazon.com/images/S/vse-vms-transcoding-artifact-us-east-1-prod/072f2619-a1fd-495b-9b08-d302b0a10d2a/embedded.cc.default.vertical.jobtemplate.hls.m3u8"
              ],
              "attributes": [
                { "Fit Type": "Faux fur collar" },
                { "Size": "X-Large" },
                { "Color": "Camel" }
              ],
              "asin": "B014CQ8T2S"
            },
            {
              "reviewId": "R2PN4T8OVXKH91",
              "author": "Mister T",
              "authorId": "AF674BPPTRHWB23NEKF7PJAVDDBA",
              "authorLink": "/gp/profile/amzn1.account.AF674BPPTRHWB23NEKF7PJAVDDBA/ref=cm_cr_arp_d_gw_btm",
              "authorAvatar": "https://images-na.ssl-images-amazon.com/images/G/01/x-locale/common/grey-pixel.gif",
              "star": "5.0 out of 5 stars",
              "title": "Great jacket",
              "content": "Wife loved the jacket . Fits true to size and is very warm.",
              "date": "April 9, 2026",
              "country": "United States",
              "purchased": true,
              "vineVoice": false,
              "helpful": "",
              "imgs": null,
              "videos": null,
              "attributes": null,
              "asin": ""
            }
          ]
        }
      }
    ],
    "url": "https://www.amazon.com",
    "taskId": "647ff502c31148b4af85bde03f8b0867"
  }
}

Credit Consumption

Average response time: 10s
Credit consumption: 5 credits/per request

Getting Started

Amazon Scrape API

AI SERP API

Amazon Niche Data

TRO Data API

Playground

API Description

Request URL

Request Headers

Request Parameters

Business Context Parameters

Response value

Return parameter `data` description

`json[]` element structure

Review object fields (`json[].data.results[]`)

Request example

Return example

Credit Consumption

Getting Started

Amazon Scrape API

AI SERP API

Amazon Niche Data

TRO Data API

Playground

​API Description

​Request URL

​Request Headers

​Request Parameters

​Business Context Parameters

​Response value

​Return parameter data description

​json[] element structure

​Review object fields (json[].data.results[])

​Request example

​Return example

​Credit Consumption

API Description

Request URL

Request Headers

Request Parameters

Business Context Parameters

Response value

Return parameter `data` description

`json[]` element structure

Review object fields (`json[].data.results[]`)

Request example

Return example

Credit Consumption