Web scraping has always been at the heart of any business, researcher, or individual looking to acquire data efficiently from the web. With its continued adoption, no-code and low-code tools let anybody perform web scraping efficiently, even with no technical background. Here is a list of some leading no-code and low-code web-scraping tools available today:

1. Apify

Apify is an ultra-flexible platform that works on no-code and low-code solutions for web scraping and automation. The ready-to-use great variety of templates is called actors. No coding is needed; this kind of platform is excellent for customers who need a solution that is going to be customized because it gives the opportunity to have thousands of services, such as Google Drive and Gmail, integrated.

• Pros: Various prefabricated templates, cloud data processing, and integrations.
• Con: Complex targets might require knowledge of coding.
• Price: Starting at $49 per month, with a free trial available.

2. ParseHub

ParseHub is a no-code web scraper desktop application. It is built for those who cannot write codes and provides a free version that comes with limitations. ParseHub scrapes complex websites using AJAX and JavaScript, therefore making it versatile for many uses.

• Pros: Schedule web scraping and free web scraping courses available.
• Cons: Steep learning curve
• Price: From $189 per month; free version available.

3. Octoparse

Octoparse is one of the most popular no-code web scraping tools with point-and-click functionality, hence easily workable with anyone, in particular, beginners. Both have an accessible desktop application or as cloud-based services that allow users to extract data from websites in different ways without writing a single line of code.

• Pros: Simple to use and supports desktop and cloud-based scraping.
• Con: It's only available for local use.
• Pricing: From $75 per month, and there's a freemium.

4. Web Scraper

Web Scraper is a Chrome and Firefox extension, so it allows very basic point-and-click data extraction. This is combined with a cloud tool to utilize advanced features such as dynamic scraping and scheduling.

• Pros: Free browser extension, simple to use for essential functions.
• Cons: Limited browser interaction in the free version.
• Price: The cheapest Cloud tool package is $50/month. Free trial included.

5. Import.io

Import.io is a robust no-code web scraping platform that helps users convert any structure of unstructured data from web pages into structured data sources. Ideal for high volumes of extraction used by companies, it has many integration options.

• Pros: High functionality in data extraction, compatibility with other tools.
• Cons: Higher pricing tier. 
• Pricing: From $199 per month with a 14-day free trial.

6. ZenRows

ZenRows is a pretty simple and efficient tool when it comes to web scraping. Moreover, it has a very clean UI and is easy to use, which makes it very popular among non-technical users.

• Pros: Simple and intuitive interface, effective for basic scraping needs.
• Cons: It may not have some advanced features for complex scraping tasks.
• Price: Not provided, but usually, it is a freemium model.

7. ScraperAPI

ScraperAPI is the best low-code solution, primarily known for scaling up to handle CAPTCHAs, browsers, and proxy rotations. For sure, it will work with any language, and every developer can use a scalable solution for what they need to do.

• Pros: SCALABLE and Handles CAPTCHAs easily
• Cons: Some programming is needed for more sophisticated features.
• Pricing: It offers a 7-day free trial and paid plans starting from multiple levels.

Overall, these tools provide a range of options for users with different needs and technical skills. Whether you're looking for a simple no-code solution or a more customizable low-code platform, these tools can help streamline your web scraping efforts.