Best e-commerce scrapers in 2026: Apify vs ScrapingBee vs Browse AI for price monitoring and product data

E-commerce teams scrape for a few recurring jobs: tracking competitor prices and stock, collecting product and review data for research, monitoring marketplace listings, and feeding catalog data into spreadsheets or automations. The three tools here solve those jobs in very different ways. One is a marketplace of ready-made scrapers, one is an API for developers, and one is a no-code recorder.

Quick comparison

	Apify	ScrapingBee	Browse AI
What it is	Cloud platform plus a store of ready-made scrapers ("Actors")	Scraping API: send a URL, get HTML or extracted data	No-code "robots" you train by clicking on a page
Coding needed	None for store Actors; JavaScript or Python to build your own	Yes (any language that can make HTTP requests)	None
Free tier	$5 of platform credit every month	1,000 trial credits, no card	Small free plan with limited credits
Pricing unit	Compute units and proxy traffic, or a per-result price set by the Actor	Credits per request; JavaScript rendering and premium proxies cost more credits	Credits per task run, monthly plans
JavaScript sites	Yes, via headless browsers in Actors	Yes, rendering on by default	Yes, it uses a real browser
Scheduling and alerts	Built-in schedules, webhooks, datasets	You schedule it yourself (cron, n8n, Make)	Built-in monitoring with change alerts
Integrations	API, webhooks, Make, Zapier, n8n, MCP for AI agents	API and SDKs	Google Sheets, Airtable, Zapier, Make, webhooks
Best for	Common targets at scale without maintaining code	Developers with their own pipeline	Watching a few dozen competitor pages

1. Apify: ready-made scrapers and a platform to run them

Apify Store lists thousands of Actors, many maintained by third-party developers, for targets like Amazon product pages, Google Maps, Google Search and social platforms. You fill in a form (keywords, URLs, countries), run it, and download JSON, CSV or Excel. Apify handles servers, proxies, retries, schedules and storage. Developers can build their own Actors with Crawlee, Apify's open-source scraping library.

2. ScrapingBee: one API call for developers

ScrapingBee turns scraping into a single HTTP request. You pass a URL and options, and it fetches the page through its proxy pool, renders JavaScript in a headless browser if needed, and returns HTML, a screenshot, or data extracted with CSS rules or an AI prompt. You're billed for successful responses, not failed attempts.

import requests

r = requests.get("https://app.scrapingbee.com/api/v1/", params={
    "api_key": "YOUR_KEY",
    "url": "https://shop.example.com/product/123",
    "render_js": "false",          # turn on only if the price loads via JavaScript
    "extract_rules": '{"price": ".price", "stock": ".availability"}',
}, timeout=60)
print(r.status_code, r.json())

Alternative: ScraperAPI works the same way (URL in, page out) and is worth testing side by side on your own targets.

3. Browse AI: no-code monitoring

Browse AI records what you click on a page, such as a price, a stock badge or a list of products, and turns it into a "robot" that runs on a schedule. When a value changes, it alerts you or pushes the new row to Google Sheets or Airtable. It's the quickest way for a non-technical team to watch competitors.

4. Which one for your job

5. Keep costs under control

• Check the page source first. If the price is already in the HTML or in an embedded JSON block, you don't need JavaScript rendering, which is the most expensive option on every platform.
• Scrape only the pages that changed. Use sitemaps, category pages or "last modified" signals instead of re-crawling everything.
• Match frequency to how often prices actually move. Hourly checks on a page that changes weekly cost 168 times more for the same information.
• Set hard spending limits on every platform before your first large run.

6. Legal and ethical basics

• Public product data such as prices and stock levels is the lowest-risk category. Data behind a login, and any personal data like reviewer names, carries contractual and privacy obligations (GDPR, CCPA).
• Read the target site's terms and respect rate limits. Hammering a small competitor's server isn't competitive research. It's a problem for them and a legal risk for you.
• For marketplaces, check for an official API or data program first. Amazon, eBay and Shopify all offer official data access for some use cases.