# Google Play Store Reviews Scraper - Low-cost💲🔥⭐📱 (`delectable_incubator/google-play-store-reviews-scraper-low-cost`) Actor

Scrape Google Play app reviews ⭐📱 with a powerful app review scraper. Extract ratings, review text, author names, review dates, app details & more using an app ID. Ideal for sentiment analysis, product improvement, competitor benchmarking, user feedback research & mobile app market intelligence 📊

- **URL**: https://apify.com/delectable\_incubator/google-play-store-reviews-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** Lead generation, Automation, Social media
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.00005 / actor start

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

<p align="center">
<img src="https://i.ibb.co/jkNS73wX/readme.png" alt="Google Play Reviews Scraper" width="100%">
</p>

---

## 📱⭐ Google Play Reviews Scraper | Bulk App Reviews Scraper | Apify Actor

### 🚀 Extract Google Play Reviews in Seconds (No Code)

The **Google Play Reviews Scraper (Apify Actor)** is a powerful, scalable and **SEO-optimized Google Play review extraction tool** designed to collect user feedback from Android applications at scale.

It allows you to **scrape Google Play reviews in bulk**, extract structured review data, analyze customer sentiment, monitor app reputation, and build datasets for **market research, AI training, business intelligence, product analytics, and competitor monitoring**.

---

### 🔥 Why This Google Play Reviews Scraper?

✔ Best Google Play Reviews Scraper on Apify

✔ Supports **bulk app ID scraping (multi-app mode)**

✔ Fast & scalable review extraction

✔ 100% structured JSON / CSV / Excel output

✔ Ideal for app reputation monitoring

✔ Perfect for developers, marketers & analysts

✔ No coding required

---

### 🎯 What This Scraper Does (Google Play Review Extraction)

This Apify Actor extracts **real user reviews directly from Google Play Store applications**.

#### 📌 Core Features

✅ Scrape Google Play reviews

✅ Bulk app scraping support (SEO BOOST 🚀)

✅ Extract reviewer names

✅ Extract review ratings

✅ Extract review dates

✅ Extract full review text

✅ Extract helpful vote counts

✅ Automatic pagination handling

✅ Clean structured dataset output

✅ High-speed extraction engine

---

### ⚡ Input Configuration (Simple & Powerful)

#### 🔥 BULK APP MODE (SEO BOOST 🚀)

````

{
"app\_ids": \[
"com.instagram.android",
"com.whatsapp",
"com.spotify.music",
"com.snapchat.android",
"com.twitter.android"
],
"max\_items": 200
}

```

---

### 📊 Extracted Review Data (Structured Output)

| Field | Description |
|--------|-------------|
| review_id | Unique review identifier |
| author | Reviewer name |
| rating | Rating score (1–5 stars) |
| date | Review publication date |
| content | Full review text |
| helpful_count | Helpful votes received |
| scraped_at | Extraction timestamp |
| app_id | Google Play application ID |

---

### 💡 Use Cases (High Demand SEO Keywords)

📱 Google Play review scraping

⭐ App reputation monitoring

📊 User sentiment analysis

🚀 Mobile app market research

🤖 AI training datasets

📈 Product feedback analytics

🏢 Competitor intelligence

📡 App review tracking

⚡ Bulk review extraction

---

### 🚀 Key Features (Apify SEO Optimized)

⚡ Bulk app ID scraping support

📱 Google Play Store coverage

📌 Smart pagination engine

🧠 Clean structured output

📊 High-speed review extraction

🔁 Auto retry & stability system

💾 Export-ready datasets

⚙️ Scalable cloud execution (Apify Actor)

---

### 📤 Output Formats Supported

✔ JSON (structured API ready)

✔ CSV (Excel analysis)

✔ Excel XLSX (business reports)

✔ XML (data pipelines)

✔ HTML (dashboards)

---

### 📦 Example Output

```

{
"review\_id": "e87c369e-88e8-4ae6-8d06-df060e7a3a2c",
"author": "Mimiss",
"rating": 3,
"date": "September 4, 2025",
"content": "I use Instagram a lot and the app is rather nice, but it encounters many bugs...",
"helpful\_count": 11,
"scraped\_at": "2025-11-20T12:37:04.465717",
"app\_id": "com.instagram.android"
}

````

---

### 🔥 Why This is the BEST Google Play Reviews Scraper on Apify?

✔ Optimized for Apify search ranking

✔ High-performance review extraction engine

✔ Bulk app ID support (rare feature)

✔ Clean structured dataset output

✔ Enterprise-ready scalability

✔ Perfect for SEO traffic & marketplace visibility

---

### 💸 Pricing

This scraper runs on a **pay-per-result pricing model**.

You only pay for successfully extracted records.

💳 **Price:** $0.09 / 1,000 results 


---

### ❓ FAQ (SEO BOOST SECTION)

#### Can I scrape multiple app IDs at once?

Yes — bulk app mode is fully supported.

#### Is this scraper fast?

Yes — optimized for high-speed review extraction.

#### Can I monitor app reputation?

Yes — perfect for review tracking and reputation monitoring.

#### Is coding required?

No — 100% no-code Apify Actor.

#### Can I export data?

Yes — JSON, CSV, Excel, XML and HTML are supported.

---

### ⚠️ Disclaimer

This tool is not affiliated with Google Play Store or Google.

It is an independent data extraction solution.

---

### 🔗 Related Actors (Review Intelligence Ecosystem)

We are building a full **PrimeScrape Review Intelligence Suite**.

👉 Coming Soon 🚀

---

### 🌍 PrimeScrape Ecosystem

Built for **data scraping, automation, AI training datasets, and market intelligence at scale**.

📊 Review extraction

📱 Mobile app intelligence

🏢 Company intelligence

📈 Market analytics

🤖 AI datasets

⚙️ Automation pipelines

---

### 📬 Support

⭐⭐⭐⭐⭐ Leave a review if you like this scraper

📩 Contact us for custom scraping solutions and enterprise requests

🚀 PrimeScrape

# Actor input Schema

## `app_ids` (type: `array`):

The Play Store app IDs to scrape reviews from. Extract each from the Play Store URL. Example: for https://play.google.com/store/apps/details?id=com.instagram.android the app_id is com.instagram.android. Add one per line.
## `max_items` (type: `integer`):

Limits how many reviews will be scraped from each Play Store app.

## Actor input object example

```json
{
  "app_ids": [
    "com.instagram.android",
    "com.whatsapp"
  ],
  "max_items": 60
}
````

# Actor output Schema

## `overview` (type: `string`):

No description

# 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 = {
    "app_ids": [
        "com.instagram.android",
        "com.whatsapp"
    ],
    "max_items": 60
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/google-play-store-reviews-scraper-low-cost").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 = {
    "app_ids": [
        "com.instagram.android",
        "com.whatsapp",
    ],
    "max_items": 60,
}

# Run the Actor and wait for it to finish
run = client.actor("delectable_incubator/google-play-store-reviews-scraper-low-cost").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 '{
  "app_ids": [
    "com.instagram.android",
    "com.whatsapp"
  ],
  "max_items": 60
}' |
apify call delectable_incubator/google-play-store-reviews-scraper-low-cost --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=delectable_incubator/google-play-store-reviews-scraper-low-cost",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Google Play Store Reviews Scraper - Low-cost💲🔥⭐📱",
        "description": "Scrape Google Play app reviews ⭐📱 with a powerful app review scraper. Extract ratings, review text, author names, review dates, app details & more using an app ID. Ideal for sentiment analysis, product improvement, competitor benchmarking, user feedback research & mobile app market intelligence 📊",
        "version": "0.0",
        "x-build-id": "f72OohHQKgBs3QYqq"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~google-play-store-reviews-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-google-play-store-reviews-scraper-low-cost",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~google-play-store-reviews-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-google-play-store-reviews-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~google-play-store-reviews-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-google-play-store-reviews-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "app_ids"
                ],
                "properties": {
                    "app_ids": {
                        "title": "App IDs 🎯",
                        "type": "array",
                        "description": "The Play Store app IDs to scrape reviews from. Extract each from the Play Store URL. Example: for https://play.google.com/store/apps/details?id=com.instagram.android the app_id is com.instagram.android. Add one per line.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "max_items": {
                        "title": "Maximum number of reviews to scrape per app 🔢",
                        "type": "integer",
                        "description": "Limits how many reviews will be scraped from each Play Store app.",
                        "default": 60
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```