Pricing

from $0.05 / actor start

Multi-Web Store Scraper (Chrome, Edge & Firefox)

Scrapes metadata, installs, ratings, and reviews across Chrome Web Store, Microsoft Edge Add-ons, and Firefox Browser Add-ons Store (AMO) in parallel with keyword search discovery!

Pricing

from $0.05 / actor start

Rating

0.0

(0)

Developer

Muhammad Rayhan Fadillah

Actor stats

Bookmarked

Total users

Monthly active users

17 hours ago

Last modified

Multi-Web Store Scraper (Chrome, Edge & Firefox Add-ons)

A high-performance, lightweight Apify Actor to scrape structured metadata, user installs, average ratings, sizes, and versions of extensions from the Chrome Web Store, Microsoft Edge Add-ons, and Firefox Browser Add-ons Store (AMO) without getting blocked.

Features

Multi-Store Support: Seamlessly scrape extensions from the three largest browser add-ons stores:
- Chrome Web Store (CWS)
- Microsoft Edge Add-ons Store
- Firefox Browser Add-ons (AMO)
Keyword Search & Discovery: Provide search keywords (e.g. Ad Blocker), and the Actor automatically searches all three stores, discovers extension URLs, and crawls them in parallel.
Relational Sentiment Reviews (Chrome Store): Toggle review scraping to collect individual text reviews, star ratings, and dates for deep sentiment analysis.
Natural Anti-Bot Bypass: Uses realistic browser fingerprints and Playwright's natural browser behavior to bypass rate-limits and bot-detection schemes.

Input Parameters

Field	Type	Description
`startUrls`	Array	Required (unless searchKeyword provided). List of web extension detail URLs from Chrome, Edge, or Firefox.
`searchKeyword`	String	Optional. Keyword term to search. Automatically scrapes matching results across all 3 stores.
`scrapeReviews`	Boolean	If checked, will also scrape user reviews for Chrome Store extensions. (Default: `false`)
`maxResults`	Integer	Limit the maximum number of extensions to scrape. (Default: 100)
`proxyConfiguration`	Object	Configure proxies to bypass rate-limits at scale (Residential proxy is recommended).

Output Schema

Each scraped extension yields a structured JSON object in your dataset:

{
  "store": "CHROME_STORE", // OR "EDGE_STORE", "FIREFOX_STORE"
  "type": "EXTENSION_DETAIL",
  "url": "https://chromewebstore.google.com/detail/grammarly-ai-writing-assi/kbfnbcaeplbcioakkpcpgfkobkghlhen?hl=en",
  "title": "Grammarly: AI Writing Assistant and Grammar Checker App",
  "id": "kbfnbcaeplbcioakkpcpgfkobkghlhen",
  "users": "35,000,000",
  "rating": 4.5,
  "ratingsCount": "43.1K ratings",
  "version": "14.1310.0",
  "lastUpdated": "July 8, 2026",
  "size": "43.96MiB",
  "languages": "English",
  "description": "Grammarly for Chrome helps you write with confidence...",
  "scrapedAt": "2026-07-12T15:45:00.000Z"
}

How to Monetize This Actor

You can use the output datasets to:

Analyze Competitor Trends: Monitor extension rating drops, install growth, and size increments across all browser markets.
Build Store Analytics Directories: Create a website tracking extension growth stats and sell premium access to enterprise VCs or marketers.
Outreach & Lead-Gen: Find successful extensions in high-growth niches to contact developer teams with partnership or advertising proposals.

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