# Google Maps Review Intelligence (`bitdoze/google-maps-review-intelligence`) Actor

Scrape Google Maps reviews and analyze them with AI: sentiment analysis, complaint taxonomy, topic clusters, competitor delta comparison, and drafted owner responses. The all-in-one reputation intelligence tool.

- **URL**: https://apify.com/bitdoze/google-maps-review-intelligence.md
- **Developed by:** [Dragos Mihai Balota](https://apify.com/bitdoze) (community)
- **Categories:** AI, Agents
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $10.00 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

### What does Google Maps Review Intelligence do?

**Google Maps Review Intelligence** is the first all-in-one actor that scrapes Google Maps reviews and analyzes them with AI in a single run. Instead of exporting raw review rows and analyzing them elsewhere, this actor does everything: it scrapes reviews using the proven [Google Maps Reviews Scraper](https://apify.com/compass/google-maps-reviews-scraper) (133M+ runs), then runs **AI-powered analysis** to produce sentiment scores, complaint taxonomies, topic clusters, competitor comparisons, and drafted owner responses.

Perfect for **local SEO agencies**, **multi-location brands**, and **reputation managers** who need actionable insights, not just raw data.

### Why use Google Maps Review Intelligence?

- **Sentiment Analysis** - Go beyond star ratings. Get per-review sentiment classification (positive/negative/neutral/mixed) with a 0-100 confidence score.
- **Complaint Taxonomy** - Automatically categorize complaints into standardized types (service quality, wait time, pricing, cleanliness, etc.) so you can spot patterns.
- **Topic Clustering** - Discover what customers talk about most: food quality, wifi, parking, checkout, delivery, and more.
- **Competitor Delta** - Compare 2+ locations side-by-side. See who wins on sentiment, response rate, and complaint categories. Identify gaps to close.
- **Drafted Owner Responses** - AI generates professional, empathetic response drafts for negative reviews. Review, edit, and post directly.
- **Full Intelligence Report** - A downloadable Markdown report with executive summary, per-location breakdown, competitor comparison, and actionable recommendations.

### How to use Google Maps Review Intelligence

1. Get your **OpenAI API key** from [platform.openai.com](https://platform.openai.com/api-keys) (you need a funded account).
2. Open this actor on [Apify Console](https://console.apify.com).
3. Add one or more **Google Maps place URLs** (or place IDs). Add 2+ locations to enable competitor comparison.
4. Paste your **OpenAI API key** in the input.
5. Choose your **AI model** (gpt-5-mini recommended for best price/quality ratio).
6. Click **Start** and wait for the analysis to complete.
7. Download your results: the **dataset** (per-review analysis), the **REPORT** (Markdown intelligence report), and the **SUMMARY** (structured JSON).

### Input

| Field | Type | Description |
|-------|------|-------------|
| **startUrls** | Array | Google Maps place URLs to analyze |
| **placeIds** | Array | Alternative: Google Maps place IDs |
| **maxReviews** | Integer | Max reviews per place (default: 100) |
| **reviewsSort** | Select | Sort order: newest, most relevant, highest/lowest ranking |
| **openaiApiKey** | String | Your OpenAI API key (required) |
| **openaiModel** | Select | AI model (gpt-5-mini recommended) |
| **openaiBaseUrl** | String | Optional custom API endpoint (OpenRouter, Azure, etc.) |
| **batchSize** | Integer | Reviews per AI batch (default: 10) |
| **generateOwnerResponses** | Boolean | Generate draft responses for reviews (default: true) |
| **generateReport** | Boolean | Generate Markdown report (default: true) |
| **language** | Select | Language for AI output (auto = match review language) |

### Output

The actor produces three outputs:

#### 1. Dataset (per-review analysis)

```json
{
    "reviewId": "Ci9DQUlRQUNvZENodHlj...",
    "placeName": "Blue Bottle Coffee",
    "reviewerName": "Jane Doe",
    "stars": 2,
    "sentiment": "negative",
    "sentimentScore": 25,
    "complaintCategories": ["wait time", "staff attitude"],
    "topics": ["coffee", "service", "morning rush"],
    "keyPhrases": ["waited 20 minutes", "rude barista"],
    "urgency": "high",
    "draftOwnerResponse": "Hi Jane, we're so sorry about your experience...",
    "hasOwnerResponse": false,
    "publishedAtDate": "2025-06-15T10:30:00.000Z"
}
````

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

#### 2. REPORT (Markdown)

A full intelligence report saved to the key-value store containing:

- Executive summary with key insights
- Per-location breakdown (sentiment, complaints, topics, what customers love)
- Competitor comparison table (when 2+ locations)
- Actionable recommendations
- Drafted owner responses for urgent reviews

#### 3. SUMMARY (JSON)

Machine-readable structured summary with all metrics for integration into dashboards and workflows.

### Pricing

This actor uses **Pay-Per-Event** pricing:

| Event | Price | Description |
|-------|-------|-------------|
| Review analyzed | $0.01 | Per review scraped + AI analyzed |
| Report generated | $0.50 | Full intelligence report |

**Example cost:** Analyzing 100 reviews across 2 locations = $1.50 (100 x $0.01 + 1 x $0.50 report).

**Note:** You also need an OpenAI API key. With gpt-5-mini, AI costs are approximately $0.001 per 10 reviews analyzed, making the AI cost negligible compared to the actor price.

### Tips

- **Start with gpt-5-mini** - It's 10x cheaper than gpt-5.5 and performs well for review analysis.
- **Upgrade to gpt-5.5** for the highest quality analysis when accuracy is critical.
- **Use competitor mode** - Add 2+ place URLs to unlock the competitor comparison feature.
- **Adjust batch size** - Lower (5) for more detailed analysis, higher (20) for speed.
- **Sort by lowest ranking** - To prioritize analyzing your worst reviews first.
- **Use OpenRouter** - Set a custom `openaiBaseUrl` to use alternative model providers.

### FAQ

**Is this legal?** Scraping publicly available Google Maps reviews is generally permitted. The actor uses the official Apify Google Maps Reviews Scraper. Always review Google's Terms of Service for your use case.

**Do I need an OpenAI account?** Yes, you need an OpenAI API key with credits. Alternatively, you can use any OpenAI-compatible endpoint (OpenRouter, Azure OpenAI) by setting a custom base URL.

**Can I analyze reviews in other languages?** Yes! Set the language to "auto" to match each review's language, or force a specific output language.

**How accurate is the AI analysis?** The actor uses GPT-4o-mini by default, which provides high-quality sentiment and categorization. For maximum accuracy, switch to GPT-4o.

### Support

Found a bug or have a feature request? Use the **Issues** tab. Need a custom analysis configuration? We can help.

# Actor input Schema

## `startUrls` (type: `array`):

Google Maps place URLs to scrape reviews from. Works with any place URL format: <code>/maps/place/...</code>, <code>/maps/search/...</code>, or <code>google.com/maps?cid=...</code>. Add 2+ locations to enable competitor comparison.

## `placeIds` (type: `array`):

Google Maps place IDs (e.g. ChIJabcdEFGHijklMNOPqrstUVWX). Alternative to startUrls.

## `maxReviews` (type: `integer`):

Maximum number of reviews to scrape and analyze per location. More reviews = more compute + AI cost.

## `reviewsSort` (type: `string`):

How to sort reviews from Google Maps.

## `openaiApiKey` (type: `string`):

Your OpenAI API key for AI analysis. Required. You can also set it as the environment variable OPENAI\_API\_KEY.

## `openaiModel` (type: `string`):

OpenAI model to use for analysis. gpt-5-mini is recommended (fast and affordable).

## `openaiBaseUrl` (type: `string`):

Override the OpenAI API base URL. Use this to connect to OpenRouter, Azure OpenAI, or any OpenAI-compatible endpoint.

## `batchSize` (type: `integer`):

Number of reviews analyzed per LLM call. Lower = more accurate but slower. Higher = faster but may miss details.

## `generateOwnerResponses` (type: `boolean`):

Generate AI-drafted responses for reviews (especially negative ones). These appear in the dataset and report.

## `generateReport` (type: `boolean`):

Generate a full Markdown report and JSON summary saved to the key-value store.

## `language` (type: `string`):

Language for AI-generated content (owner responses, report). Use 'auto' to match each review's language.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.google.com/maps/place/Times+Square/@40.758896,-73.985130,17z/data=!3m1!4b1!4m5!3m4!1s0x89c2588f224187a7:0x32c571bcda6c4b0!8m2!3d40.758896!4d-73.985130"
    }
  ],
  "maxReviews": 100,
  "reviewsSort": "newest",
  "openaiModel": "gpt-5-mini",
  "openaiBaseUrl": "",
  "batchSize": 10,
  "generateOwnerResponses": true,
  "generateReport": true,
  "language": "auto"
}
```

# Actor output Schema

## `dataset` (type: `string`):

Per-review analysis: sentiment, complaints, topics, urgency, and draft responses.

## `report` (type: `string`):

Full report with sentiment breakdown, complaint taxonomy, competitor comparison, and recommendations.

## `summary` (type: `string`):

Machine-readable summary with all metrics and insights.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "startUrls": [
        {
            "url": "https://www.google.com/maps/place/Times+Square/@40.758896,-73.985130,17z/data=!3m1!4b1!4m5!3m4!1s0x89c2588f224187a7:0x32c571bcda6c4b0!8m2!3d40.758896!4d-73.985130"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("bitdoze/google-maps-review-intelligence").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "startUrls": [{ "url": "https://www.google.com/maps/place/Times+Square/@40.758896,-73.985130,17z/data=!3m1!4b1!4m5!3m4!1s0x89c2588f224187a7:0x32c571bcda6c4b0!8m2!3d40.758896!4d-73.985130" }] }

# Run the Actor and wait for it to finish
run = client.actor("bitdoze/google-maps-review-intelligence").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "startUrls": [
    {
      "url": "https://www.google.com/maps/place/Times+Square/@40.758896,-73.985130,17z/data=!3m1!4b1!4m5!3m4!1s0x89c2588f224187a7:0x32c571bcda6c4b0!8m2!3d40.758896!4d-73.985130"
    }
  ]
}' |
apify call bitdoze/google-maps-review-intelligence --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=bitdoze/google-maps-review-intelligence",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Google Maps Review Intelligence",
        "description": "Scrape Google Maps reviews and analyze them with AI: sentiment analysis, complaint taxonomy, topic clusters, competitor delta comparison, and drafted owner responses. The all-in-one reputation intelligence tool.",
        "version": "0.0",
        "x-build-id": "3KKYmzhgd03Chi8sv"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/bitdoze~google-maps-review-intelligence/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-bitdoze-google-maps-review-intelligence",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/bitdoze~google-maps-review-intelligence/runs": {
            "post": {
                "operationId": "runs-sync-bitdoze-google-maps-review-intelligence",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/bitdoze~google-maps-review-intelligence/run-sync": {
            "post": {
                "operationId": "run-sync-bitdoze-google-maps-review-intelligence",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "openaiApiKey"
                ],
                "properties": {
                    "startUrls": {
                        "title": "Google Maps place URLs",
                        "type": "array",
                        "description": "Google Maps place URLs to scrape reviews from. Works with any place URL format: <code>/maps/place/...</code>, <code>/maps/search/...</code>, or <code>google.com/maps?cid=...</code>. Add 2+ locations to enable competitor comparison.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "placeIds": {
                        "title": "Place IDs",
                        "type": "array",
                        "description": "Google Maps place IDs (e.g. ChIJabcdEFGHijklMNOPqrstUVWX). Alternative to startUrls.",
                        "items": {
                            "type": "string",
                            "pattern": "\\S+"
                        }
                    },
                    "maxReviews": {
                        "title": "Max reviews per place",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "Maximum number of reviews to scrape and analyze per location. More reviews = more compute + AI cost.",
                        "default": 100
                    },
                    "reviewsSort": {
                        "title": "Sort reviews by",
                        "enum": [
                            "newest",
                            "mostRelevant",
                            "highestRanking",
                            "lowestRanking"
                        ],
                        "type": "string",
                        "description": "How to sort reviews from Google Maps.",
                        "default": "newest"
                    },
                    "openaiApiKey": {
                        "title": "OpenAI API Key",
                        "type": "string",
                        "description": "Your OpenAI API key for AI analysis. Required. You can also set it as the environment variable OPENAI_API_KEY."
                    },
                    "openaiModel": {
                        "title": "AI Model",
                        "enum": [
                            "gpt-5-mini",
                            "gpt-5.5",
                            "gpt-5",
                            "o4-mini"
                        ],
                        "type": "string",
                        "description": "OpenAI model to use for analysis. gpt-5-mini is recommended (fast and affordable).",
                        "default": "gpt-5-mini"
                    },
                    "openaiBaseUrl": {
                        "title": "Custom API Base URL (optional)",
                        "type": "string",
                        "description": "Override the OpenAI API base URL. Use this to connect to OpenRouter, Azure OpenAI, or any OpenAI-compatible endpoint.",
                        "default": ""
                    },
                    "batchSize": {
                        "title": "Reviews per AI batch",
                        "minimum": 1,
                        "maximum": 30,
                        "type": "integer",
                        "description": "Number of reviews analyzed per LLM call. Lower = more accurate but slower. Higher = faster but may miss details.",
                        "default": 10
                    },
                    "generateOwnerResponses": {
                        "title": "Generate draft owner responses",
                        "type": "boolean",
                        "description": "Generate AI-drafted responses for reviews (especially negative ones). These appear in the dataset and report.",
                        "default": true
                    },
                    "generateReport": {
                        "title": "Generate intelligence report",
                        "type": "boolean",
                        "description": "Generate a full Markdown report and JSON summary saved to the key-value store.",
                        "default": true
                    },
                    "language": {
                        "title": "Response language",
                        "enum": [
                            "auto",
                            "English",
                            "Spanish",
                            "French",
                            "German",
                            "Portuguese",
                            "Italian",
                            "Dutch",
                            "Japanese",
                            "Korean",
                            "Chinese"
                        ],
                        "type": "string",
                        "description": "Language for AI-generated content (owner responses, report). Use 'auto' to match each review's language.",
                        "default": "auto"
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```