Question: Is there a service that can help me gather and enrich data from multiple websites in a flexible and scalable way?

For a flexible and scalable way to collect and enrich data from a variety of websites, Airbyte is a great option. This open-source data integration platform supports more than 300 structured and unstructured data sources and comes with a range of features like a Connector Builder, Extract Unstructured Data, and automated schema evolution. It also offers secure deployment options and pipeline management through an intuitive UI, Python library, or Terraform provider, making it a good fit for both small-scale and large-scale data integration projects.

Another strong option is SingleAPI, which uses GPT-4 technology to convert any website into an API in a matter of seconds. It can be used for automated data scraping, data enrichment, and real-time webhooks. You can choose from a range of pricing plans that accommodate different needs, from hobbyist to enterprise, so you can grow and adapt as your data needs change.

Estuary is another powerful option for real-time data integration, focusing on change data capture, ETL, and streaming pipelines. It has over 100 no-code connectors and features like stream-store-replay and materialization for reliable and efficient data management. The platform's low latency and flexible materializations make it great for agile DataOps.

Last, ScrapingBee offers a web scraping API that controls headless browsers and proxies, letting you easily extract data from websites with complex JavaScript. It offers formatted JSON output and the ability to run custom JavaScript code, take screenshots, and scrape search engine result pages. With a range of pricing plans and a 1000-call free trial, it's a good option for a variety of data scraping needs.