WooCommerce Product Reviews API

Retrieve WooCommerce product reviews from a specified public store with Nexscope. Access structured catalog data without a merchant key.

Cost10 credits / call

Try online

POST · https://api.nexscope.ai/woocommerce/productReviewsMCP · nexscope_woocommerce_product_reviews

What this API does

Retrieve WooCommerce product reviews from a specified public store with Nexscope. The request accepts storeUrl, pageNum, pageSize, productId, categoryId. Its documented result includes cacheHit, fetchedAt, hasMore, pageNum, pageSize, reviews.createdAt, reviews.id, reviews.productId.

WooCommerce Product Reviews API API use cases

Identify customer objections

To identify customer objections, a marketplace analyst submits storeUrl and pageNum to WooCommerce Product Reviews API. The returned cacheHit, fetchedAt, hasMore help identify recurring product complaints in the returned reviews.

Collect evidence for listing improvements

A marketplace analyst uses WooCommerce Product Reviews API with storeUrl and pageNum to collect evidence for listing improvements. The returned cacheHit, fetchedAt, hasMore help choose listing claims that address observed customer questions.

Compare feedback on competing products

For this workflow, a marketplace analyst calls WooCommerce Product Reviews API with storeUrl and pageNum to compare feedback on competing products. The result helps compare feedback themes across competing product listings.

WooCommerce Product Reviews API API FAQ

What does the WooCommerce Product Reviews API API return?

Retrieve WooCommerce product reviews from a specified public store with Nexscope. The documented output includes cacheHit, fetchedAt, hasMore, pageNum, pageSize, reviews.createdAt, reviews.id, reviews.productId. It corresponds to the supplied storeUrl, pageNum, pageSize, productId, categoryId. Optional fields can be absent; a missing value should not be interpreted as a measured zero. Example values illustrate the response shape, rather than live account results.

How many credits does the WooCommerce Product Reviews API API cost?

The current documented cost is 10 credits / call. This is the same cost shown at the top of this page. If a range or estimate is displayed, the final charge depends on the request. Review your available credits and the pricing page before calling the API, and check API usage records for the actual charge.

How do I call the WooCommerce Product Reviews API API from my app or an MCP client?

Send a POST request to https://api.nexscope.ai/woocommerce/productReviews with your API key as a Bearer token and the JSON inputs shown in API integration. In a compatible MCP client such as Claude or Cursor, connect Nexscope and call nexscope_woocommerce_product_reviews. Use the MCP arguments shown in the MCP guide, or switch Online test to MCP to review its request before adding it to your app.

View plans and credits Connect this API with MCP

Try this API

Endpoint

https://api.nexscope.ai/woocommerce/productReviews

MCP method

nexscope_woocommerce_product_reviews

Step 1 of 3 · Authenticate

Authentication

All run endpoints require a user API key. Send it as a bearer token in the Authorization header.

Authorization: Bearer nk-xxxxxxxxxxxxxxxxx

Missing or invalid API keys return an authentication error. Manage keys from .

Step 2 of 3 · Send a request

POSThttps://api.nexscope.ai/woocommerce/productReviews

Run an API

Send a JSON request body using the parameters described below.

Example request

Replace YOUR_API_KEY, then run this command in your terminal.

curl -X POST 'https://api.nexscope.ai/woocommerce/productReviews' \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "storeUrl": "https://example.com"
}'

Code example

{
  "storeUrl": "https://example.com"
}

Step 3 of 3 · Inspect the result

Check the response

Read code for the request status and data for the result. Open the parameter and response reference for the full field definitions.

HTTP status codes

Code	Description
200	Default HTTP response for both success and many business errors. Only outer JSON code 0 indicates success or asynchronous acceptance; inspect data for the result.
429	Execution admission rate limit; honor Retry-After when present.
503	Execution admission is temporarily unavailable; honor Retry-After when present.
Opt-in	X-Nexscope-Http-Status: semantic maps controller-handled business errors to HTTP status on run and task routes. Pre-authentication failures, such as a missing API key (code 11209), may still return HTTP 200 before this mapping. Always check the outer JSON code; malformed requests and infrastructure failures may also return non-200 HTTP responses.

View parameters & response Try online

All categories/ WooCommerce

POSThttps://api.nexscope.ai/woocommerce/productReviews

Run this API

Send a JSON request to execute this API and receive the documented response payload.

Open tester

Endpoint

Method	`POST`
Path	`https://api.nexscope.ai/woocommerce/productReviews`
Auth	`Bearer API key`
Content-Type	`application/json`

Request parameters

Name	Type	Required	Description
`storeUrl`	`string`	required	Public HTTPS store root or WordPress installation path. Example: https://example.com
`pageNum`	`integer`	optional	Page number, default 1. Example: 1
`pageSize`	`integer`	optional	Page size, default 20, maximum 100. Example: 20
`productId`	`string`	optional	Only reviews for this product. Locked products return no public reviews. Example: 34
`categoryId`	`string`	optional	Restrict to a public product category. Example: 16

Response example

Platform response envelope. code 0 indicates success or acceptance; data contains the business result.

{
  "code": 0,
  "cost": "-1",
  "data": {
    "cacheHit": false,
    "fetchedAt": "1792972800000",
    "hasMore": false,
    "pageNum": 1,
    "pageSize": 20,
    "reviews": [
      {
        "createdAt": "1792972800000",
        "id": "83",
        "productId": "34",
        "productName": "Public review",
        "productUrl": "https://example.com/product/shirt",
        "rating": 5,
        "review": "Public review",
        "reviewer": "Public review",
        "verified": true
      }
    ],
    "storeUrl": "https://example.com",
    "total": 1,
    "totalPages": 1
  },
  "msg": null,
  "time": "2026-01-01 00:00:00",
  "traceId": null,
  "ts": "0"
}

Response fields

Name	Type	Required	Description
`code`	`integer`	required	0 means accepted or successful; nonzero is a platform error.
`cost`	`string`	required	Elapsed milliseconds, never credits; -1 outside web requests.
`data`	`any`	required	Data value used by this API operation.
`msg`	`string \| null`	required	Msg value used by this API operation.
`time`	`string`	required	Server local time: yyyy-MM-dd HH:mm:ss.
`traceId`	`string \| null`	required	Trace id value used by this API operation.
`ts`	`string`	required	Epoch milliseconds.

Any of option 1 — requires storeUrl, fetchedAt, cacheHit, reviews, pageNum, pageSize

Name	Type	Required	Description
`data`	`object`	required	Data value used by this API operation.
`data.cacheHit`	`boolean`	required	Whether the response was served from the anonymous 60-second cache. Example: false
`data.fetchedAt`	`string`	required	Fetch time in epoch milliseconds; preserved on cache hits. Example: 1792972800000
`data.hasMore`	`any`	optional	Has more value used by this API operation.
`data.pageNum`	`integer`	required	Pagination metadata; omitted upstream totals become null. Example: 1
`data.pageSize`	`integer`	required	Pagination metadata; omitted upstream totals become null. Example: 20
`data.reviews`	`array`	required	Normalized public data. Missing optional values are null or empty strings. Example: []
`data.reviews[]`	`object`	required	Item in data reviews.
`data.reviews[].createdAt`	`any`	optional	Created at value used by this API operation.
`data.reviews[].id`	`string`	required	Public review identifier or plain text; no reviewer email or private fields are exposed. Example: 83
`data.reviews[].productId`	`string`	required	Public review identifier or plain text; no reviewer email or private fields are exposed. Example: 34
`data.reviews[].productName`	`string`	required	Public review identifier or plain text; no reviewer email or private fields are exposed. Example: Public review
`data.reviews[].productUrl`	`string`	required	Public review identifier or plain text; no reviewer email or private fields are exposed. Example: https://example.com/product/shirt
`data.reviews[].rating`	`integer`	required	Rating from 0 (unrated) to 5. Example: 5
`data.reviews[].review`	`string`	required	Public review identifier or plain text; no reviewer email or private fields are exposed. Example: Public review
`data.reviews[].reviewer`	`string`	required	Public review identifier or plain text; no reviewer email or private fields are exposed. Example: Public review
`data.reviews[].verified`	`any`	optional	Verified value used by this API operation.
`data.storeUrl`	`string`	required	Normalized store identity. Example: https://example.com
`data.total`	`any`	optional	Total value used by this API operation.
`data.totalPages`	`any`	optional	Total pages value used by this API operation.

Any of option 1

Name	Type	Required	Description
`data.hasMore`	`boolean`	optional	Null when upstream total pages are unavailable. Example: false

Any of option 2

Name	Type	Required	Description
`data.hasMore`	`null`	optional	Has more value used by this API operation.

Any of option 1

Name	Type	Required	Description
`data.reviews[].createdAt`	`string`	optional	UTC creation time in epoch milliseconds, null when unavailable. Example: 1792972800000

Any of option 2

Name	Type	Required	Description
`data.reviews[].createdAt`	`null`	optional	Created at value used by this API operation.

Any of option 1

Name	Type	Required	Description
`data.reviews[].verified`	`boolean`	optional	Verified purchase status, null when unavailable. Example: true

Any of option 2

Name	Type	Required	Description
`data.reviews[].verified`	`null`	optional	Verified value used by this API operation.

Any of option 1

Name	Type	Required	Description
`data.total`	`integer`	optional	Pagination metadata; omitted upstream totals become null. Example: 1

Any of option 2

Name	Type	Required	Description
`data.total`	`null`	optional	Total value used by this API operation.

Any of option 1

Name	Type	Required	Description
`data.totalPages`	`integer`	optional	Pagination metadata; omitted upstream totals become null. Example: 1

Any of option 2

Name	Type	Required	Description
`data.totalPages`	`null`	optional	Total pages value used by this API operation.

Any of option 2

Name	Type	Required	Description
`data`	`null`	required	Data value used by this API operation.

Responses

Code	Description
200	Default HTTP response for both success and many business errors. Only outer JSON code 0 indicates success or asynchronous acceptance; inspect data for the result.
429	Execution admission rate limit; honor Retry-After when present.
503	Execution admission is temporarily unavailable; honor Retry-After when present.
Opt-in	X-Nexscope-Http-Status: semantic maps controller-handled business errors to HTTP status on run and task routes. Pre-authentication failures, such as a missing API key (code 11209), may still return HTTP 200 before this mapping. Always check the outer JSON code; malformed requests and infrastructure failures may also return non-200 HTTP responses.

Data source, freshness, and limitations

Source, freshness, coverage, rate limits, and estimation notes are not specified in this API definition unless they appear in the request or response field documentation above. Do not assume official marketplace data or real-time freshness when it is not explicitly documented.

Step 1 of 2 · Connect your MCP client

MCP

V2 recommended

Connect remote agents through the standard MCP 2025-11-25 Streamable HTTP endpoint. Use OAuth 2.1 Authorization Code with PKCE, or an API key for compatibility.

POST https://api.nexscope.ai/mcp
MCP-Protocol-Version: 2025-11-25
Content-Type: application/json

Authentication

OAuth clients request the mcp:tools scope. The endpoint's 401 response advertises protected-resource metadata for authorization discovery.

Step 2 of 2 · Call the tool

Call a tool

{
  "jsonrpc": "2.0",
  "id": "tool-call-1",
  "method": "tools/call",
  "params": {
    "name": "nexscope_woocommerce_product_reviews",
    "arguments": {
      "storeUrl": "https://example.com"
    }
  }
}

Legacy MCP v1

Existing API-key clients can continue using the compatibility endpoint. New integrations should use MCP v2.

GET / POST /mcp/legacy

Data Example

Request parameters

{
  "storeUrl": "https://cipherskincare.com",
  "pageSize": 2
}

Response

{
  "code": 0,
  "msg": null,
  "data": {
    "storeUrl": "https://cipherskincare.com",
    "reviews": [
      {
        "id": "60772",
        "productId": "20183",
        "productName": "The Anomaly",
        "productUrl": "https://cipherskincare.com/product/the-anomaly/",
        "reviewer": "Customer",
        "review": "Great lightweight formula. I think it’s helping with crepiness but may be too early to tell!",
        "rating": 5,
        "verified": true,
        "createdAt": "1792881134000"
      },
      {
        "id": "60403",
        "productId": "20183",
        "productName": "The Anomaly",
        "productUrl": "https://cipherskincare.com/product/the-anomaly/",
        "reviewer": "Customer",
        "review": "Really happy so far, usually get irritation with many eye serums but this one have had no problems - under eye feels very smooth and moisturised too - will purchase again",
        "rating": 5,
        "verified": true,
        "createdAt": "1791772337000"
      }
    ],
    "pageNum": 1,
    "pageSize": 2,
    "total": 235,
    "totalPages": 118,
    "hasMore": true,
    "fetchedAt": "1793089722229",
    "cacheHit": false
  }
}

Online test

Execute the current API with your API key and JSON payload. Online tests use this site's configured API environment; the Endpoint and copyable examples use the public integration address.

10 credits / callAPI usage records

Try it

Send a real request with the same contract shown in the reference.

Endpoint

/woocommerce/productReviews

MCP method

nexscope_woocommerce_product_reviews

API key*

JSON payload*

cURL

curl -X POST \
  https://api.nexscope.ai/woocommerce/productReviews \
  -H "Authorization: Bearer nk-..." \
  -H "Content-Type: application/json" \
  -d '{ "storeUrl": "https://example.com" }'

Response

No response yet. Run the request to see the response here.

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