Question: Is there a service that can automate data collection from popular domains like Amazon and Google?

For scraping data from mainstream sites like Amazon and Google, Bright Data is a good all-in-one web data collection tool. It has a network of 72 million+ residential proxy IPs, automated session management and tools to evade CAPTCHAs and blocks. It integrates with a variety of programming languages and BI tools, and it's designed to scrape data in a responsible way to provide useful retail competitive intelligence.

Another good option is ScraperAPI, which makes web scraping easier by taking care of proxies, browsers and CAPTCHAs. It also offers a scalable API call service to ensure data is delivered reliably and can handle big data pulls with high success rates. ScraperAPI can be used for a variety of tasks including ecommerce and market research, so it's a good tool for web scraping needs.

Simplescraper is another good option, a tool that lets you extract data without having to write any programming code. It's got a free Chrome extension, cloud automation and several pricing tiers. It's got features like structured data extraction, automated cloud scraping and support for single-page apps, so it's good for developers and noncoders.

If you're looking for a more sophisticated tool, Nimble uses AI Browser technology and next-gen proxies to deliver high-accuracy and high-throughput data pipelines. With features like dynamic JavaScript execution and AI-powered proxies, Nimble is a good fit for businesses that need strong governance and compliance in their data collection.