Quick Answer

MrScraper is a SaaS platform that simplifies data extraction by combining visual scraping tools with AI parsing. Founded by Cahyo Subroto, it acts as a "wrapper" around scraping complexities, managing residential proxies and browser fingerprinting automatically. Key features include AI-powered parsing (turns messy HTML into structured JSON), auto-rotated residential proxies to avoid IP bans, and a browser agent for dynamic sites (React/Angular). Pricing: Free Trial (14 days), Pro Plan ($19/month with unlimited scrapers and 10,000 tokens), and Ultimate Plan ($199/month with 50,000 tokens). Verdict: If you're a developer or growth hacker who needs data now without maintaining headless Chrome instances, MrScraper is a fantastic choice. It abstracts away IP bans and DOM parsing, letting you focus on using the data rather than fighting for it.

---

MrScraper Review: The AI-Powered Scraping Solution for Developers

Web scraping is historically a headache. Between managing rotating proxies, decoding CAPTCHA, and constantly updating scripts when a target site changes its <div> structure, it is a full-time job.

For developers and founders who just want the data without the DevOps nightmare, MrScraper promises a solution: an AI-powered visual scraper that handles the dirty work for you. But does it deliver on the promise of "ChatGPT for Scraping"?

What is MrScraper?

MrScraper is a SaaS platform that simplifies data extraction by combining visual scraping tools with AI parsing. Instead of writing brittle Python scripts that break every time a website updates its UI, MrScraper allows you to simply point it at a URL, and its AI agents identify the relevant data structures (like product lists, prices, or articles).

It essentially acts as a "wrapper" around the complexities of scraping. It manages the residential proxies and browser fingerprinting automatically, so you don't have to worry about getting your IP banned by Cloudflare or Akamai.

The Founder

MrScraper was founded by Cahyo Subroto, an engineer with a deep background in data extraction and anti-bot systems. Subroto built MrScraper to bridge the gap between complex, developer-heavy tools (like Scrapy) and overly simplistic no-code clickers that fail on dynamic sites.

His "build in public" approach and focus on solving the specific pain point of reliability in scraping have earned the tool a spot in the toolkits of over 6,000 users.

Key Features

• AI-Powered Parsing: The standout feature is its ability to turn messy HTML into structured JSON automatically. The AI "understands" the page layout, meaning you don't always need to manually select CSS selectors.
• Auto-Rotated Residential Proxies: MrScraper includes a network of residential IPs. This is crucial because data center IPs are easily flagged. The tool rotates your IP automatically to mimic real human traffic.
• Browser Agent: For complex, dynamic sites that use React or Angular, MrScraper's browser agent can click buttons, scroll, and wait for elements to load, ensuring you capture data that isn't in the initial source code.

Pricing

MrScraper offers a straightforward pricing model designed to scale with your data needs:

• Free Trial: A 14-day trial that includes 5 scrapers and limited tokens to test the waters.
• Pro Plan ($19/month): This is the sweet spot for most indie hackers and small businesses. It offers unlimited scrapers and 10,000 processing tokens.
• Ultimate Plan ($199/month): Designed for heavy users, this tier bumps the capacity to 50,000 tokens and adds priority processing.

Compared to enterprise tools that can cost thousands a month, MrScraper is priced aggressively for the SMB market.

Competitors & Alternatives

The scraping market is crowded (valued at over $1 billion). Here is how MrScraper compares:

1. ScrapingBee: A heavy hitter in the API space. ScrapingBee is excellent if you just want an API to feed your own code, but it lacks the visual, "set-and-forget" UI that MrScraper offers.
2. Browse AI: Very similar value proposition. Browse AI is highly polished for monitoring changes on a page, while MrScraper leans heavily into the "AI parsing" of large datasets.
3. Bright Data: The enterprise standard. Bright Data offers the world's largest proxy network, but it is often too expensive and complex for a startup just needing to scrape a few thousand leads.

The Verdict

If you are a developer or growth hacker who needs data now and doesn't want to maintain a fleet of headless Chrome instances, MrScraper is a fantastic choice. It successfully abstracts away the annoyance of IP bans and DOM parsing, letting you focus on using the data rather than fighting for it.

Now That You Have the Data, Protect the Revenue

You are using MrScraper to fuel your growth-perhaps you are scraping leads for cold outreach, or monitoring competitor pricing to optimize your own. This data fuels your sales pipeline.

But as your transaction volume grows, you attract a different kind of bot: the friendly fraudster.

Scraping data is about gaining intelligence. 1Capture is about keeping the money that intelligence generates.

Stop Chargebacks Before They Happen

• 5-Minute Setup: Just like MrScraper abstracts scraping complexity, 1Capture abstracts fraud prevention. Connect your Stripe account in minutes.
• Blocks "Serial Disputers": We maintain a global database of users who frequently abuse refund policies. If they try to buy your SaaS, we block them instantly.
• Smart Charge Technology: Our Smart Charge feature pre-authorizes cards to verify intent and funds, drastically reducing failed payments and disputes.
• 3.7x Revenue Growth: By plugging the holes in your checkout bucket, our users see immediate revenue retention improvements.

You are using AI to scrape the web. Use 1Capture to ensure the customers you find actually pay you-and stay paid. Protect your revenue with 1Capture or learn more at the 1Capture Blog.