# Chrome Web Store Reviews Scraper - Low-costπŸ’²πŸ”₯β­πŸ’¬πŸ§© (`delectable_incubator/chrome-web-store-reviews-scraper-low-cost`) Actor Scrape Chrome Web Store extension reviews πŸ”ŽπŸ§© with a powerful review scraper. Extract reviewer names, ratings, dates, review text, profiles, and source URLs from one or multiple review pages. Ideal for sentiment analysis, product feedback tracking, and Chrome extension market research πŸ“Šβ­πŸš€ - **URL**: https://apify.com/delectable\_incubator/chrome-web-store-reviews-scraper-low-cost.md - **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community) - **Categories:** Lead generation, Automation, Social media - **Stats:** 3 total users, 0 monthly users, 100.0% runs succeeded, 1 bookmarks - **User rating**: 5.00 out of 5 stars ## 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/actors/running/actors-in-store.md#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** β€” 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** β€” [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** β€” the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`. - **Python projects** β€” the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`. - **Any other language** β€” 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

Chrome Web Store Reviews Scraper

*** ### Chrome Web Store Reviews Scraper β­πŸ§©πŸ’¬ The Chrome Web Store Reviews Scraper is a powerful and scalable Apify Actor designed to extract structured user reviews directly from Chrome Web Store extension review pages. It enables user sentiment analysis, product feedback monitoring, competitor research, and structured dataset creation for extensions. *** ### 🎯 What This Scraper Does Simply provide one or more Chrome Web Store review URLs and the scraper handles everything automatically. βœ… Extracts extension user reviews βœ… Supports multiple review URLs βœ… Handles pagination automatically βœ… Applies maxitems limits per URL βœ… Collects ratings, reviewer info, and review text βœ… Outputs clean, structured datasets ready for analysis *** ### πŸ“Š Data Extracted πŸ’¬ Extension Review Information | Field | Description | | ----------------- | ------------------------- | | πŸ†” reviewId | Unique review identifier | | πŸ‘€ reviewerName | Name of the reviewer | | ⭐ rating | Review rating score | | πŸ“… date | Review publication date | | πŸ’¬ reviewText | Full review text | | πŸ–Ό reviewerAvatar | Reviewer avatar image URL | | πŸ”— sourceUrl | Review page URL | *** ### πŸ›  How to Use 1️⃣ Configure Input Provide URLs and parameters: ``` { "urls": [ "https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm/reviews" ], "maxitems": 50 } ``` 2️⃣ Run the Actor β€’ Load Chrome Web Store review pages β€’ Extract user reviews automatically β€’ Handle pagination until limits are reached β€’ Collect ratings, text, and reviewer details β€’ Build structured dataset 3️⃣ Export the Dataset Download your results in multiple formats: βœ… JSON βœ… CSV βœ… Excel βœ… XML βœ… HTML *** ### βš™οΈ Input Configuration #### πŸ“₯ Input Example ``` { "urls": [ "https://chromewebstore.google.com/detail/extension-id/reviews" ], "maxitems": 50 } ``` #### Input Fields | Field | Type | Description | | ---------- | ------- | --------------------------------- | | `urls` | array | Chrome Web Store review page URLs | | `maxitems` | integer | Maximum number of reviews per URL | *** ### πŸ“€ Output Example ``` { "reviewId": "a2a4e2a2-6b5b-4395-bcb3-e8b1ef14c8cc", "reviewerName": "Alexander", "reviewerAvatar": "https://lh3.googleusercontent.com/a/...=s48-w48-h48", "rating": "5", "date": "Mar 13, 2026", "reviewText": "good for quick privacy protection", "sourceUrl": "https://chromewebstore.google.com/detail/.../reviews" } ``` *** ### πŸ“Š Use cases πŸ“Š Sentiment Analysis on Extensions 🧠 AI / LLM Training Datasets ⭐ Product Feedback Monitoring 🧩 Extension Competitor Research πŸ“ˆ Market & UX Research πŸ” Review Trend Analysis *** ### 🌍 Why Use This Scraper? πŸš€ Fast and scalable extraction πŸ“Š Clean structured review datasets πŸ”Ž Multi-extension support πŸ€– Automation-ready workflow πŸ“¦ Easy integration with analytics tools *** ### ⚠️ Disclaimer This tool is an independent solution and is not affiliated with, endorsed by, or sponsored by Google or the Chrome Web Store. *** ### πŸ’Έ Pricing This scraper runs on a **pay per events subscription model**. You only pay for **successful runs**. πŸ’³ **Price:** $7.89 / 1000 results *** ### Related Actors If you're interested in other scraping solutions, explore more tools: (Coming soon) *** ### πŸ“¬ Support ⭐⭐⭐⭐⭐ Leave a 5-star rating if you like this tool *** ### 🌍 PrimeScrape Built for scalable web data extraction & automation Contact for custom scraping solutions or enterprise requests via Apify or by email. # Actor input Schema ## `urls` (type: `array`): List of Chrome Web Store extension review page URLs to scrape. Examples: β€’ https://chromewebstore.google.com/detail/free-vpn-for-chrome-vpn-p/majdfhpaihoncoakbjgbdhglocklcgno/reviews ⚠️ Each URL must be from chromewebstore.google.com. ## `maxitems` (type: `integer`): Maximum number of reviews to collect per URL. ## Actor input object example ```json { "urls": [ "https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm/reviews" ], "maxitems": 50 } ``` # Actor output Schema ## `overview` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "urls": [ "https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm/reviews" ], "maxitems": 50 }; // Run the Actor and wait for it to finish const run = await client.actor("delectable_incubator/chrome-web-store-reviews-scraper-low-cost").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // πŸ“š Want to learn more πŸ“–? Go to β†’ 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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "urls": ["https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm/reviews"], "maxitems": 50, } # Run the Actor and wait for it to finish run = client.actor("delectable_incubator/chrome-web-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(f"πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # πŸ“š Want to learn more πŸ“–? Go to β†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "urls": [ "https://chromewebstore.google.com/detail/cookie-editor/hlkenndednhfkekhgcdicdfddnkalmdm/reviews" ], "maxitems": 50 }' | apify call delectable_incubator/chrome-web-store-reviews-scraper-low-cost --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,delectable_incubator/chrome-web-store-reviews-scraper-low-cost" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/l6NU9GySSGiQgfjJX/builds/k461HzGZCjZNOtrud/openapi.json