> ## Documentation Index
> Fetch the complete documentation index at: https://docs.neuralverge.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Run Walmart Product Reviews

> Returns customer reviews for a Walmart product by item ID or URL. List endpoint: 1 point per returned record.



## OpenAPI

````yaml /openapi.json post /functions/v1/run-walmart-product-reviews
openapi: 3.0.0
info:
  title: NeuralVerge API
  version: 1.0.0
  description: >-
    NeuralVerge API for AI research workflows, search, extraction, and
    structured data source execution.
servers:
  - url: https://api.neuralverge.ai
    description: NeuralVerge API
security:
  - BearerAuth: []
tags:
  - name: AI Research
    description: Research workflows and session tracking.
  - name: AI Extract
    description: Schema-driven extraction workflows.
  - name: AI Agents
    description: Reusable saved agents executed through the API.
  - name: Search
    description: Fast, synchronous web search with no session or polling.
  - name: Company intelligence
    description: Company profile lookups from company databases.
  - name: E-commerce & Marketplaces
    description: >-
      Product, seller, and review lookups on Amazon, eBay, Walmart, AliExpress,
      and Alibaba.
  - name: Enrichment
    description: Email and phone enrichment, validation, and discovery.
  - name: Product reviews
    description: >-
      Software and business reviews from Capterra, Gartner Peer Insights, and
      Trustpilot.
  - name: Social media
    description: LinkedIn profile, company, and people lookups.
paths:
  /functions/v1/run-walmart-product-reviews:
    post:
      tags:
        - E-commerce & Marketplaces
      summary: Run Walmart Product Reviews
      description: >-
        Returns customer reviews for a Walmart product by item ID or URL. List
        endpoint: 1 point per returned record.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                product:
                  type: string
                  description: Walmart item ID or product URL.
                max_items:
                  type: integer
                  minimum: 1
                  maximum: 250
                  default: 10
                  description: >-
                    Maximum number of records to return (1-250). Billed at 1
                    point per returned record.
                start_page:
                  type: integer
                  minimum: 1
                  default: 1
                  description: Result page to start from.
              required:
                - product
            example:
              product: '15545702811'
              max_items: 10
      responses:
        '200':
          description: Run completed.
          content:
            application/json:
              schema:
                type: object
                properties:
                  session_id:
                    type: string
                    description: Session identifier for this run.
                  kind:
                    type: string
                    description: Data source identifier for this endpoint.
                  product:
                    type: string
                  max_items:
                    type: integer
                  start_page:
                    type: integer
                  partial:
                    type: boolean
                    description: >-
                      True when the scrape stopped early and returned the
                      records collected so far.
                  human:
                    type: string
                    description: Markdown summary of the result, for display.
                  machine:
                    type: object
                    properties:
                      total_items:
                        type: integer
                      total_available:
                        type: integer
                      reviews:
                        type: array
                        items:
                          type: object
                          properties:
                            id:
                              type: string
                            rating:
                              type: integer
                            text:
                              type: string
                            title:
                              type: string
                            author:
                              type: string
                            created_at:
                              type: string
                            is_verified:
                              type: boolean
                            is_recommended: {}
                            helpful_count:
                              type: integer
                            unhelpful_count:
                              type: integer
                            images:
                              type: array
                              items: {}
                            features:
                              type: array
                              items: {}
                            client_responses:
                              type: array
                              items:
                                type: object
                                properties:
                                  date: {}
                                  department:
                                    type: string
                                  logoImage:
                                    type: string
                                  name: {}
                                  response:
                                    type: string
                      response_bytes:
                        type: integer
                    description: Structured result payload.
                  total_points:
                    type: integer
                    description: Points charged for this run.
              example:
                session_id: 11111111-1111-1111-1111-111111111111
                kind: walmart_product_reviews
                product: '10774352381'
                max_items: 2
                start_page: 1
                partial: false
                human: |-
                  # Walmart product reviews

                  - **Product:** 10774352381
                  - **Starting page:** 1
                  - **Max items:** 2
                  - **Records returned:** 2
                  - **Total reviews available:** 247
                  - **Response size:** 295.7 KB
                machine:
                  total_items: 2
                  total_available: 247
                  reviews:
                    - id: '414700707'
                      rating: 5
                      text: >-
                        Short answer:  JUST BUY IT!


                        I have my windows laptop and my iPad next to each other
                        and connected to this mouse via Bluetooth 1-laptop and
                        Bluetooth 2-iPad and I'm able to control both (one at a
                        time) with only one click on the left side of this
                        mouse. And I still have the option to connect one more
                        device with the little usb thingy. I love this side
                        button feature, other mouses have this feature
                      title: switch button on the left side baby
                      author: Victor
                      created_at: 1/29/2026
                      is_verified: true
                      is_recommended: null
                      helpful_count: 0
                      unhelpful_count: 0
                      images: []
                      features: []
                      client_responses:
                        - date: null
                          department: Logitech
                          logoImage: >-
                            https://s3.amazonaws.com/stratos-logos/logos/Logitech.png
                          name: null
                          response: >-

                            We’re thrilled to know you’re satisfied with your
                            Logitech product. Your input helps us shape better
                            experiences for everyone. Thanks for your continued
                            support!
                                
                    - id: '402606035'
                      rating: 5
                      text: >-
                        I love this mouse. As good as the $75  Logitech's. Only
                        thing I didn't like is it was not the Logitech Bolt that
                        could have connected with the dongle on my keyboard or
                        bluetooth. But it is not a deal breaker and definitely
                        doesn't take away from the mouse at all. It is quick,
                        precise and you can control every aspect of this mouse.
                        click speed, pointer speed, buttons, it has a handy
                        button to show 
                      title: Outstanding Product for the Price
                      author: Chris
                      created_at: 10/28/2025
                      is_verified: true
                      is_recommended: null
                      helpful_count: 0
                      unhelpful_count: 0
                      images: []
                      features: []
                      client_responses:
                        - date: null
                          department: Logitech
                          logoImage: >-
                            https://s3.amazonaws.com/stratos-logos/logos/Logitech.png
                          name: null
                          response: >-

                            Thank you for sharing your positive experience and
                            detailed feedback about the Logitech Precision Pro
                            Wireless Mouse! We appreciate you taking the time to
                            highlight its strengths and provide constructive
                            input.
                                
                  response_bytes: 302807
                total_points: 2
        '400':
          description: Bad Request
        '401':
          description: Unauthorized
        '402':
          description: Payment Required
        '500':
          description: Internal Error
components:
  securitySchemes:
    BearerAuth:
      type: http
      scheme: bearer
      bearerFormat: API Key

````