Question: Is there a data toolkit that offers a comprehensive solution for data collection, including residential proxies, scraping APIs, and cloud hosting?

If you need a full suite of data tools, Bright Data is a strong contender. It's got a powerful web data scraping foundation with a network of more than 72 million residential proxy IPs and automated session management. The service also includes tools like Unlocker to bypass blocks and CAPTCHAs, a dynamic browser and hosted serverless functions. Bright Data also offers retail competitive intelligence that's ready to use and integrates with all programming languages and business intelligence software, so it's good for many industries.

Another strong contender is Oxylabs, which offers more than 102 million residential and 2 million datacenter IP proxies. It caters to a variety of industries, including e-commerce and cybersecurity, and has a global proxy pool and web unblocker to overcome IP blocks. Oxylabs also offers flexible pricing options and advocates for responsible public data scraping.

If you want a simpler approach, Shifter is designed to be a one-stop-shop for data scraping, including global residential proxies and premium data scraping APIs. It has sophisticated scraping technology with anti-bot detection and proprietary cloud hosting for high success rates and global reach. Shifter is good for a variety of use cases, including ad verification and SEO monitoring.

Last, Zyte offers an AI-powered web scraping service with features like smart proxies, managed data extraction and cloud hosting. It can handle a variety of data types, including product data and real estate data, and offers customized pricing options. Zyte also offers a developer community with a Discord channel and coding tools, so it's a good choice for businesses and developers.