# Google Play Scraper (`myagizm/google-play-scraper`) Actor

Scrape Google Play app metadata and recent reviews by package ID — title, developer, category, rating, installs, price, description and reviews. No login, no API key.

- **URL**: https://apify.com/myagizm/google-play-scraper.md
- **Developed by:** [MYM](https://apify.com/myagizm) (community)
- **Categories:** Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.60 / 1,000 app / review results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
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 web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

## Google Play Scraper — app listings & user reviews (No API Key, No Login)

<p align="center">
  <a href="https://apify.com/myagizm/google-play-scraper"><img src="https://img.shields.io/badge/Apify-Actor-00b96b?logo=apify&logoColor=white" alt="Apify Actor"></a>
  <img src="https://img.shields.io/badge/No%20API%20Key-required-blue" alt="No API Key required">
  <img src="https://img.shields.io/badge/No%20Login-needed-blue" alt="No Login needed">
  <img src="https://img.shields.io/badge/No%20Cookies-needed-blue" alt="No cookies needed">
  <img src="https://img.shields.io/badge/Export-JSON%20%7C%20CSV%20%7C%20Excel%20%7C%20XML-orange" alt="Export formats">
  <img src="https://img.shields.io/badge/MCP-AI%20agents-8A2BE2" alt="MCP AI agents">
  <img src="https://img.shields.io/badge/Pricing-pay%20per%20result-success" alt="Pay per result">
</p>

**Scrape Google Play app listings and their user reviews** — no API key, no Google Cloud project, no Play Console access, no login. Pass one or more app IDs and the Google Play Scraper returns the title, developer, category, install count, rating and rating count, price and currency, free flag, icon, full description, store URL, and a **reviews array** with review text, rating, author and date. Perfect for competitor research, ASO, and mining user complaints. Export to JSON, CSV, Excel, or XML.

> **Get your first app data free in under 2 minutes** — paste an app ID, click Start. No configuration, no credit card to try.

***

### Table of contents

- [What can it do?](#what-can-it-do)
- [Who uses it?](#who-uses-it)
- [What data can I scrape?](#what-data)
- [How to use it](#how-to)
- [Input example](#input-example)
- [Output example](#output-example)
- [Pricing](#pricing)
- [Tips](#tips)
- [Want other data?](#want-other-data)
- [AI agents (MCP)](#mcp)
- [Integrations & API](#integrations)
- [Support](#support)
- [FAQ](#faq)
- [Related searches](#related-searches)
- [Disclaimer](#disclaimer)
- [Resources](#resources)

***

### What can the Google Play Scraper do? {#what-can-it-do}

- 📱 **Scrape any public Play Store listing** by app ID (e.g. `com.spotify.music`).
- ⭐ **Get rating and rating count** to gauge reputation and volume.
- 📥 **Get install counts** — the closest public proxy for app scale.
- 💬 **Get user reviews** with text, rating, author, and date.
- 💰 **Get price, currency, and free flag** for monetisation research.
- 🏷️ **Get category and developer** for competitive mapping.
- 📝 **Get the full store description** — the ASO copy competitors actually ship.
- 🌍 **Set country and language** to read the local storefront.
- 🧑‍🤝‍🧑 **Queue many app IDs** in one run.
- 📤 **Export** to JSON, CSV, Excel, or XML, or pull live via API.

Go beyond the limits of the official Google API: no OAuth app, no app review, no quota juggling — paste your input and collect publicly available data.

***

### Who uses the Google Play Scraper? {#who-uses-it}

- 📊 **ASO & growth teams** — study competitor titles, descriptions, and rating trajectories.
- 🛠️ **Product teams** — mine reviews for the complaints and feature requests users repeat.
- 💼 **Investors & analysts** — track installs and ratings across a portfolio of apps.
- 🧑‍💻 **AI & data teams** — build review datasets for sentiment and classification models.
- 🕵️ **Competitive intel** — watch how rivals reposition their store listings over time.

***

### What data can I scrape? {#what-data}

| Field | Type | Description |
|-------|------|-------------|
| `appId` | string | Play Store package ID. |
| `title` | string | App name. |
| `developer` | string | Publisher name. |
| `category` | string | Store category. |
| `installs` | string | Install count as shown on the listing. |
| `rating` | number | Average star rating. |
| `ratingCount` | number | Number of ratings. |
| `price` | number | Price in the store currency. |
| `currency` | string | Currency code. |
| `free` | boolean | Whether the app is free. |
| `icon` | string | App icon URL. |
| `description` | string | Full store description. |
| `url` | string | Listing URL. |
| `reviews` | array | User reviews: text, rating, author, date. |

> Fields reflect what Google exposes publicly for that item. Values that do not exist for a given item are returned as `null` rather than dropped, so your schema stays stable.

***

### How to scrape Play Store app data {#how-to}

1. **Open the Google Play Scraper** on [Apify](https://apify.com/myagizm/google-play-scraper).
2. **Add app IDs** to *App IDs* — the package name from the store URL.
3. *(Optional)* Set **country**, **language**, and **Max reviews per app**.
4. Click **▶ Start** and export the dataset.

No login, no cookies, no proxy configuration. Start with one input to see the output shape, then scale the same run — the fields stay identical, so code written against a test run keeps working.

***

### Input example {#input-example}

```json
{
  "appIds": [
    "com.spotify.music",
    "com.netflix.mediaclient"
  ],
  "country": "us",
  "language": "en",
  "maxReviewsPerApp": 200
}
```

- **appIds** — package names, e.g. `com.spotify.music`.
- **country** — storefront country code.
- **language** — listing and review language.
- **maxReviewsPerApp** — cap on reviews pulled per app.

***

### Output example {#output-example}

```json
{
  "url": "https://play.google.com/store/apps/details?id=com.spotify.music&hl=en&gl=us",
  "free": true,
  "icon": "https://play-lh.googleusercontent.com/IzQgYCcnCFCD08GR-3bdtcT8xzOvrNkC84avGT5CwTX2VIqmTmKKJcP_Cd4JoBOdmCMlTndlOzV6hrthg2fOWA",
  "appId": "com.spotify.music",
  "price": 0,
  "title": "Spotify: Music and Podcasts",
  "rating": 4.340165,
  "reviews": [
    {
      "date": "2026-07-27T08:14:41.000Z",
      "text": "Gives ads frequently and automatically cut money when we get premium 😅",
      "author": "Vinita Garg",
      "rating": 4
    }
  ],
  "category": "Music & Audio",
  "currency": "USD",
  "installs": "1,000,000,000+",
  "developer": "Spotify AB",
  "description": "With the Spotify music and podcast app, you can play millions of songs, albums and original podcasts for free. We have even added audiobooks, so you can enjoy thousands of stories wherever you are!<br><br>Stream music and podcasts, listen to audiobooks, discover albums, playlists or even single songs for free on your mobile or tablet. Subscribe to Spotify Premium to download and listen offline wherever you are.<br><br>Spotify gives you access to a world of free music, curated playlists, artists, and podcasts you love. Discover podcasts, new music, top songs or listen to your favorite artists and albums.<br><br>WHY SPOTIFY FOR MUSIC AND PODCASTS?<br>• Listen to over 80 million songs and 4 million podcasts (and counting)<br>• Enjoy over 300,000 newly added audiobook titles<br>• Discover new music, albums, playlists and original podcasts.<br>• Search for your favorite song or artist by typing a lyric<br>• Enjoy amazing sound quality on music and podcasts across all devices.<br>• Create and share your own music playlists to suit your mood or discover other playlists you might like.<br>• Listen to daily music mixes made just for you.<br>• Explore top songs from different genres, countries or decades.<br>• Subscribe to your favourite podcasts so that you never miss an episode, then curate your very own podcast library.<br>• Bookmark individual podcasts into Playlists<br>• Listen to music and podcasts on your mobile, tablet, desktop, PlayStation, Chromecast, TV, Wear OS or wearable devi
```

Every run produces a clean dataset you can page through in the Apify Console or pull via API. Export to JSON, CSV, Excel, or XML in one click.

***

### How much will it cost? {#pricing}

Simple, predictable **pay-per-result** pricing — you pay for the apps you actually receive, not for compute time.

- 💸 **Pay per app** — budget is just apps × rate, so you can estimate spend up front.
- 📉 **Volume discounts** — Bronze, Silver, Gold, Platinum, and Diamond Apify plans get progressively lower rates.
- 🆓 **Free to try** — new Apify accounts include monthly free usage, so your first run costs nothing.
- 🚫 **No hidden fees** — no proxy add-on, no per-request API charge, no minimum spend.

See the live rate on the [Apify store page](https://apify.com/myagizm/google-play-scraper).

***

### Tips {#tips}

- 💬 **Set `maxReviewsPerApp` deliberately** — reviews dominate the cost of a run.
- 🌍 **Scrape the same app in several countries** to see how ratings differ by market.
- 📝 **Diff the `description` over time** to catch competitors' ASO experiments.
- ⭐ **Rating alone is misleading** — always read it alongside `ratingCount`.
- 🤖 **Pipe reviews into an LLM** to cluster complaints into themes automatically.
- 📥 **`installs` is a bucketed string** ("1,000,000+"), so treat it as a band, not an exact number.

***

### Want other Google data? {#want-other-data}

- 🗺️ **[Google Maps Scraper](https://apify.com/myagizm/google-maps-scraper)** — local business listings with phone, website, rating and coordinates.
- ⭐ **[Google Maps Reviews Scraper](https://apify.com/myagizm/google-maps-reviews-scraper)** — places together with their review text, ratings and authors.
- 📰 **[Google News Scraper](https://apify.com/myagizm/google-news-scraper)** — news headlines, sources and links for any query or country.
- 📈 **[Google Trends Scraper](https://apify.com/myagizm/google-trends-scraper)** — daily trends, interest over time, related queries and autocomplete.

Building a multi-platform dataset? The same no-login, pay-per-result approach covers the other networks:

- 🎵 **[TikTok Profile Scraper](https://apify.com/myagizm/tiktok-profile-scraper-v2)** · **[TikTok Video Scraper](https://apify.com/myagizm/tiktok-video-scraper-v2)** · **[TikTok Hashtag Scraper](https://apify.com/myagizm/tiktok-hashtag-scraper-v2)** · **[TikTok Comments Scraper](https://apify.com/myagizm/tiktok-comments-scraper-v2)**
- 🐦 **[X (Twitter) Tweets Scraper](https://apify.com/myagizm/x-tweets-scraper)** · **[X Profile Scraper](https://apify.com/myagizm/x-profile-scraper)** · **[X Trends Scraper](https://apify.com/myagizm/x-trends-scraper)**
- 👔 **[LinkedIn Profile Scraper](https://apify.com/myagizm/linkedin-profile-scraper)** · **[LinkedIn Company Scraper](https://apify.com/myagizm/linkedin-company-scraper)** · **[LinkedIn Jobs Scraper](https://apify.com/myagizm/linkedin-jobs-scraper)**
- 🤖 **[Reddit Scraper](https://apify.com/myagizm/reddit-scraper-v2)** · **[Reddit Search Scraper](https://apify.com/myagizm/reddit-search-scraper-v2)** · **[Reddit Subreddit Scraper](https://apify.com/myagizm/reddit-subreddit-scraper-v2)**
- ▶️ **[YouTube Channel Scraper](https://apify.com/myagizm/youtube-channel-scraper)** · **[YouTube Comment Scraper](https://apify.com/myagizm/youtube-comment-scraper)** · **[YouTube Transcript Scraper](https://apify.com/myagizm/youtube-transcript-scraper)**
- 🗺️ **[Google Maps Scraper](https://apify.com/myagizm/google-maps-scraper)** · **[Google News Scraper](https://apify.com/myagizm/google-news-scraper)**

Browse everything on the **[myagizm store profile](https://apify.com/myagizm)**.

***

### Use the data with AI agents (MCP) {#mcp}

The Google Play Scraper is available through the **Apify MCP server**, so AI assistants can call it as a tool and pull Play Store app data on demand.

- 🧩 **Claude** — add the Apify MCP server and let Claude fetch and analyse the data.
- 🤖 **ChatGPT** — use the actor as a tool inside research and reporting workflows.
- 🖊️ **Cursor** — pull structured results straight into your coding sessions.

Common AI-agent recipes:

- 🛠️ **Complaint digest** — "summarise the top five complaints in this app's reviews."
- 📊 **Competitor scan** — "compare rating and installs across these five apps."
- 📝 **ASO review** — "critique this store description against its competitors."
- 🌍 **Market check** — "how does this app's rating differ between the US and Germany?"

***

### Integrations & API {#integrations}

Connect the actor to the tools you already use: **Make, Zapier, n8n, Slack, Airbyte, Gumloop, CrewAI, IFTTT, Lindy, GitHub, Google Sheets, and Google Drive** — plus webhooks, Apify Schedules, and the MCP server.

#### Run synchronously and get the dataset (Apify API)

```bash
curl -X POST "https://api.apify.com/v2/acts/myagizm~google-play-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"appIds": ["com.spotify.music", "com.netflix.mediaclient"], "country": "us", "language": "en", "maxReviewsPerApp": 200}'
```

#### Start a run asynchronously

```bash
curl -X POST "https://api.apify.com/v2/acts/myagizm~google-play-scraper/runs?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"appIds": ["com.spotify.music", "com.netflix.mediaclient"], "country": "us", "language": "en", "maxReviewsPerApp": 200}'
```

#### Fetch dataset items later

```bash
curl "https://api.apify.com/v2/acts/myagizm~google-play-scraper/runs/last/dataset/items?token=YOUR_APIFY_TOKEN&format=csv"
```

Change `format` to `json`, `csv`, `xlsx`, or `xml` to export in your preferred format. The Apify Console also auto-generates ready-to-paste **JavaScript, Python, and CLI** snippets plus an **OpenAPI** spec for this actor.

***

### Support {#support}

Questions, feature requests, or something not looking right? Open an issue on the actor's **[Issues tab](https://apify.com/myagizm/google-play-scraper/issues)**. Please include the input you used so we can reproduce and fix it quickly.

***

### FAQ {#faq}

#### Do I need Play Console access?

No. The actor reads the public store listing, so you can scrape any app, not just your own.

#### How many reviews can I get per app?

As many as you set with **Max reviews per app**; Google paginates them and cost scales with the number pulled.

#### Is `installs` an exact number?

No — Google publishes it as a band such as "1,000,000+". Use it as a scale indicator.

#### Can I scrape the iOS App Store too?

Not with this actor; it covers Google Play.

#### Do I need a Google API key, Cloud project, or billing account?

No. This actor does not use Google's official APIs, so there is no Cloud project, no API key, no quota, and no per-request Google billing.

#### Do I need proxies?

No. Proxy handling is built in and managed for you.

#### Can I export to CSV, Excel, or JSON?

Yes — JSON, CSV, Excel, or XML from the Console, or the API `format` parameter.

#### Can I use it with the Apify API?

Yes, using the sync and async endpoints shown above.

#### Is there an MCP server for AI agents?

Yes. Claude, ChatGPT, and Cursor can call this actor as a tool.

#### Can I schedule runs?

Yes — Apify Schedules, API, or webhooks.

#### How fresh is the data?

No caching: every run reads the current public page.

***

### Related searches {#related-searches}

google play scraper · play store data api · app store optimization data · scrape google play reviews · app reviews export csv · google play api alternative · app install count scraper · aso competitor research · play store listing scraper · mobile app market research · app rating tracker · google play review sentiment

***

### Disclaimer {#disclaimer}

This is an independent tool and is not affiliated with, endorsed by, or sponsored by Google LLC. All product names, logos, and brands are property of their respective owners.

The actor collects only **publicly available** data — the same content any visitor can see without logging in. It never logs in, never bypasses access controls, and never touches private or protected content. You are responsible for how you use the data: if it contains personal data, follow GDPR, CCPA, and other applicable regulations, and respect the platform's terms.

***

### Resources {#resources}

- 📘 [Apify API documentation](https://docs.apify.com/api/v2) — run actors and fetch datasets programmatically.
- 🤖 [Apify MCP server](https://mcp.apify.com) — use this actor as a tool in Claude, ChatGPT, and Cursor.
- 📤 [Dataset export docs](https://docs.apify.com/platform/storage/dataset) — export to JSON, CSV, Excel, and XML.
- ⏰ [Scheduling actor runs](https://docs.apify.com/platform/schedules) — keep your data fresh automatically.
- 🔌 [Apify integrations](https://docs.apify.com/platform/integrations) — n8n, Zapier, Make, Slack, and more.
- 🏪 [myagizm store profile](https://apify.com/myagizm) — the full family of no-login scrapers.

***

## 中文说明 —— Google Play 抓取工具

**抓取 Google Play 应用信息与用户评论** —— 不需要 API Key、Google Cloud 项目、Play Console 权限或登录。填入应用包名，即可返回名称、开发者、分类、安装量、评分与评分人数、价格与货币、是否免费、图标、完整商店描述、商店链接，以及包含评论内容、评分、作者与日期的**评论数组**。适合竞品研究、ASO 与用户抱怨挖掘。

> **两分钟内免费拿到第一批数据** —— 填入内容、点击 Start 即可。无需配置，试用不需要信用卡。

### 能做什么

- 📱 **按包名抓取任意公开商店页面**（如 `com.spotify.music`）。
- ⭐ **评分与评分人数**。
- 📥 **安装量**，衡量应用体量最直接的公开指标。
- 💬 **用户评论**（内容、评分、作者、日期）。
- 💰 **价格、货币与是否免费**。
- 🏷️ **分类与开发者**。
- 📝 **完整商店描述** —— 竞品真实在用的 ASO 文案。
- 🌍 **可设置国家与语言**，读取本地商店。
- 🧑‍🤝‍🧑 **一次可排队多个应用**。
- 📤 **导出** JSON / CSV / Excel / XML。

无需 OAuth 应用、无需应用审核、无需配额管理 —— 填入内容即可采集公开数据。

### 谁在用

- 📊 **ASO 与增长团队** —— 研究竞品标题、描述与评分走势。
- 🛠️ **产品团队** —— 从评论中挖掘反复出现的抱怨与需求。
- 💼 **投资与分析** —— 跟踪多款应用的安装量与评分。
- 🧑‍💻 **AI 与数据团队** —— 构建评论数据集做情感与分类。
- 🕵️ **竞品情报** —— 观察对手如何调整商店定位。

### 可以抓取哪些数据

| 字段 | 类型 | 说明 |
|------|------|------|
| `appId` | string | 应用包名 |
| `title` | string | 应用名称 |
| `developer` | string | 开发者 |
| `category` | string | 商店分类 |
| `installs` | string | 安装量（页面显示值） |
| `rating` | number | 平均评分 |
| `ratingCount` | number | 评分人数 |
| `price` | number | 价格 |
| `currency` | string | 货币代码 |
| `free` | boolean | 是否免费 |
| `icon` | string | 图标地址 |
| `description` | string | 完整商店描述 |
| `url` | string | 商店链接 |
| `reviews` | array | 用户评论：内容、评分、作者、日期 |

> 字段取决于平台对外公开了什么。某个条目没有的值会返回 `null` 而不是直接省略，因此你的数据结构始终稳定。

### 使用步骤

1. 打开 [Google Play 抓取工具](https://apify.com/myagizm/google-play-scraper)。
2. 在 *App IDs* 填入包名（商店链接中的 package name）。
3. （可选）设置 **country**、**language** 与 **Max reviews per app**。
4. 点击 **▶ Start** 并导出数据。

### 输入示例

```json
{
  "appIds": [
    "com.spotify.music",
    "com.netflix.mediaclient"
  ],
  "country": "us",
  "language": "en",
  "maxReviewsPerApp": 200
}
```

### 输出示例

```json
{
  "url": "https://play.google.com/store/apps/details?id=com.spotify.music&hl=en&gl=us",
  "free": true,
  "icon": "https://play-lh.googleusercontent.com/IzQgYCcnCFCD08GR-3bdtcT8xzOvrNkC84avGT5CwTX2VIqmTmKKJcP_Cd4JoBOdmCMlTndlOzV6hrthg2fOWA",
  "appId": "com.spotify.music",
  "price": 0,
  "title": "Spotify: Music and Podcasts",
  "rating": 4.340165,
  "reviews": [
    {
      "date": "2026-07-27T08:14:41.000Z",
      "text": "Gives ads frequently and automatically cut money when we get premium 😅",
      "author": "Vinita Garg",
      "rating": 4
    }
  ],
  "category": "Music & Audio",
  "currency": "USD",
  "installs": "1,000,000,000+",
  "developer": "Spotify AB",
  "description": "With the Spotify music and podcast app, you can play millions of songs, albums and original podcasts for free. We have even added audiobooks, so you can enjoy thousands of stories wherever you are!<br><br>Stream music and podcasts, listen to audiobooks, discover albums, playlists or even single songs for free on your mobile or tablet. Subscribe to Spotify Premium to download and listen offline wherever you are.<br><br>Spotify gives you access to a world of free music, curated playlists, artists, and podcasts you love. Discover podcasts, new music, top songs or listen to your favorite artists and albums.<br><br>WHY SPOTIFY FOR MUSIC AND PODCASTS?<br>• Listen to over 80 million songs and 4 million podcasts (and counting)<br>• Enjoy over 300,000 newly added audiobook titles<br>• Discover new music, albums, playlists and original podcasts.<br>• Search for your favorite song or artist by typing a lyric<br>• Enjoy amazing sound quality on music and podcasts across all devices.<br>• Create and share your own music playlists to suit your mood or discover other playlists you might like.<br>• Listen to daily music mixes made just for you.<br>• Explore top songs from different genres, countries or decades.<br>• Subscribe to your favourite podcasts so that you never miss an episode, then curate your very own podcast library.<br>• Bookmark individual podcasts into Playlists<br>• Listen to music and podcasts on your mobile, tablet, desktop, PlayStation, Chromecast, TV, Wear OS or wearable devi
```

### 价格

采用**按结果计费**：只为真正拿到的数据付费，不按运行时间计费。

- 💸 成本 = 结果数量 × 单价，预算可提前算清。
- 📉 Apify 的 Bronze / Silver / Gold / Platinum / Diamond 套餐享阶梯折扣。
- 🆓 新账号自带每月免费额度，第一次运行不花钱。
- 🚫 无代理附加费、无单次请求费、无最低消费。

实时价格见 [Apify 商店页面](https://apify.com/myagizm/google-play-scraper)。

### 使用建议

- 💬 **`maxReviewsPerApp` 要谨慎设置** —— 评论是成本的主要来源。
- 🌍 同一应用在多个国家各跑一次，可看出评分的市场差异。
- 📝 定期对比 `description`，捕捉竞品的 ASO 实验。
- ⭐ 评分要和 `ratingCount` 一起看，单看评分会误判。
- 🤖 把评论送入大模型，自动聚类成主题。
- 📥 `installs` 是区间字符串（如「1,000,000+」），只能当量级用。

### 其他 Google 数据

- 🗺️ **[Google 地图抓取工具](https://apify.com/myagizm/google-maps-scraper)** —— 抓取本地商家的电话、网站、评分与坐标。
- ⭐ **[Google 地图评论抓取工具](https://apify.com/myagizm/google-maps-reviews-scraper)** —— 抓取商家及其评论内容、评分与作者。
- 📰 **[Google 新闻抓取工具](https://apify.com/myagizm/google-news-scraper)** —— 按关键词或国家抓取新闻标题、来源与链接。
- 📈 **[Google Trends 抓取工具](https://apify.com/myagizm/google-trends-scraper)** —— 抓取每日热搜、时间趋势、相关查询与自动补全。

需要多平台数据？以下工具采用同样的免登录、按结果计费方式：

- 🎵 **[TikTok 账号抓取](https://apify.com/myagizm/tiktok-profile-scraper-v2)** · **[TikTok 视频抓取](https://apify.com/myagizm/tiktok-video-scraper-v2)** · **[TikTok 话题抓取](https://apify.com/myagizm/tiktok-hashtag-scraper-v2)** · **[TikTok 评论抓取](https://apify.com/myagizm/tiktok-comments-scraper-v2)**
- 🐦 **[X（推特）推文抓取](https://apify.com/myagizm/x-tweets-scraper)** · **[X 账号资料抓取](https://apify.com/myagizm/x-profile-scraper)** · **[X 热门趋势抓取](https://apify.com/myagizm/x-trends-scraper)**
- 👔 **[LinkedIn 个人资料抓取](https://apify.com/myagizm/linkedin-profile-scraper)** · **[LinkedIn 公司抓取](https://apify.com/myagizm/linkedin-company-scraper)** · **[LinkedIn 职位抓取](https://apify.com/myagizm/linkedin-jobs-scraper)**
- 🤖 **[Reddit 抓取](https://apify.com/myagizm/reddit-scraper-v2)** · **[Reddit 搜索抓取](https://apify.com/myagizm/reddit-search-scraper-v2)** · **[子版块抓取](https://apify.com/myagizm/reddit-subreddit-scraper-v2)**
- ▶️ **[YouTube 频道抓取](https://apify.com/myagizm/youtube-channel-scraper)** · **[YouTube 评论抓取](https://apify.com/myagizm/youtube-comment-scraper)** · **[YouTube 字幕抓取](https://apify.com/myagizm/youtube-transcript-scraper)**
- 🗺️ **[Google 地图抓取](https://apify.com/myagizm/google-maps-scraper)** · **[Google 新闻抓取](https://apify.com/myagizm/google-news-scraper)**

全部工具见 **[myagizm 商店主页](https://apify.com/myagizm)**。

### 配合 AI 智能体使用（MCP）

本 Actor 已接入 **Apify MCP 服务器**，Claude、ChatGPT、Cursor 等助手可以把它当作工具直接调用，用自然语言提问即可拿到结构化结果，无需写胶水代码。

### 集成与 API

支持 **Make、Zapier、n8n、Slack、Airbyte、Gumloop、CrewAI、IFTTT、Lindy、GitHub、Google Sheets、Google Drive**，以及 Webhook、定时任务与 MCP 服务器。

```bash
curl -X POST "https://api.apify.com/v2/acts/myagizm~google-play-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"appIds": ["com.spotify.music", "com.netflix.mediaclient"], "country": "us", "language": "en", "maxReviewsPerApp": 200}'
```

把 `format` 改成 `json`、`csv`、`xlsx` 或 `xml` 即可导出不同格式。

### 常见问题

**需要 Play Console 权限吗？**
不需要，读取的是公开商店页面，任何应用都能抓。

**每个应用最多能抓多少评论？**
由 **Max reviews per app** 决定，成本随数量增长。

**`installs` 是精确数字吗？**
不是，Google 只公布区间值，请当量级参考。

**支持 iOS App Store 吗？**
本工具只覆盖 Google Play。

**需要 Google API Key、Cloud 项目或结算账号吗？**
不需要。本工具不使用官方 API，因此没有 Cloud 项目、没有 API Key、没有配额，也没有 Google 按次计费。

**需要代理吗？**
不需要，已内置托管。

**支持导出 CSV / Excel / JSON 吗？**
支持 JSON、CSV、Excel、XML。

**可以通过 Apify API 调用吗？**
可以。

**支持 AI 智能体（MCP）吗？**
支持，Claude、ChatGPT、Cursor 均可当作工具调用。

**可以定时运行吗？**
可以，支持 Apify Schedules、API 与 Webhook。

**数据有多新？**
不缓存，每次运行都读取当前公开页面。

### 免责声明

本工具为独立第三方工具，与 Google LLC 无任何隶属、认可或赞助关系，所有商标归各自所有者。

本 Actor 只采集**公开可见**的数据 —— 即任何未登录访客都能看到的内容。它不登录、不绕过访问控制、不获取私密内容。数据使用的合规责任由使用者承担：如涉及个人数据，请遵守 GDPR、CCPA 等法规与平台条款。

### 相关搜索

google play 抓取 · play 商店数据 api · aso 数据 · 抓取 google play 评论 · 应用评论导出 csv · google play api 替代 · 应用安装量抓取 · aso 竞品研究 · 商店页面抓取 · 移动应用市场研究 · 应用评分跟踪

# Actor input Schema

## `appIds` (type: `array`):

Google Play package IDs, e.g. "com.spotify.music". You may also paste a full store URL — the id= parameter is extracted automatically.

## `country` (type: `string`):

Two-letter store country, e.g. "US", "DE", "TR".

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

Two-letter language code, e.g. "en", "de", "tr".

## `maxReviewsPerApp` (type: `integer`):

How many recent reviews to fetch per app (best-effort; 0 = metadata only).

## Actor input object example

```json
{
  "appIds": [
    "com.whatsapp",
    "com.instagram.android"
  ],
  "country": "US",
  "language": "en",
  "maxReviewsPerApp": 40
}
```

# Actor output Schema

## `results` (type: `string`):

All scraped apps as structured JSON.

# 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 = {
    "appIds": [
        "com.spotify.music"
    ],
    "country": "US",
    "language": "en",
    "maxReviewsPerApp": 40
};

// Run the Actor and wait for it to finish
const run = await client.actor("myagizm/google-play-scraper").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 = {
    "appIds": ["com.spotify.music"],
    "country": "US",
    "language": "en",
    "maxReviewsPerApp": 40,
}

# Run the Actor and wait for it to finish
run = client.actor("myagizm/google-play-scraper").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 '{
  "appIds": [
    "com.spotify.music"
  ],
  "country": "US",
  "language": "en",
  "maxReviewsPerApp": 40
}' |
apify call myagizm/google-play-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/QGQNOTWDHqoAWPM0g/builds/KZkcYvIQ1M6Ym6qsM/openapi.json
