Diffbot
Diffbot is a powerful AI data scraper that automates the process of web data extraction from any website. It leverages advanced technologies such as artificial intelligence, computer vision, and machine learning to transform unstructured web data into structured, usable formats. This tool is capable of reading websites like a human, identifying and extracting key attributes from a page without the need for any predefined rules. It’s a versatile tool that can handle a wide range of websites, regardless of their complexity, making it highly scalable and efficient.
Diffbot Facts
Starting Price: $299 Per Month
Pricing Model: Per Month
Free Trial: Yes
Free Plan: Not Available
Languages: Supports all languages
Established: 2008
What is Diffbot?
Diffbot is a leading AI data scraper that uses artificial intelligence, computer vision, and machine learning to extract data from web pages. It’s designed to understand web pages better than humans, providing above human-level accuracy in data extraction. Diffbot’s unique approach to data extraction allows it to classify a page into one of 20 possible types and interpret the content accordingly. The result is clean, structured data ready for application use. It’s a tool that’s capable of transforming the expansive web into comprehensible knowledge graphs, making it an invaluable asset for businesses seeking to leverage web data.
How Does Diffbot Work?
Diffbot works by using computer vision to classify a web page into one of 20 possible types. Once the page type is identified, a machine learning model trained to identify key attributes on the page interprets the content. This process doesn’t require any predefined rules, making Diffbot a highly efficient and versatile tool for data extraction. The extracted data is then transformed into structured formats like JSON or CSV, ready for application use. Diffbot also offers a feature called Crawlbot, which pairs with the extraction feature to automatically generate a database of all the products on a website or all the articles of a news site.
Diffbot Features
Automatic Data Extraction
Diffbot’s automatic data extraction feature uses AI to identify and extract key attributes from web pages, eliminating the need for predefined rules and making data extraction more efficient and accurate.
Crawlbot
Crawlbot is a feature that works in tandem with the data extraction tool to crawl entire websites and generate comprehensive databases of products, articles, or any other type of content.
Knowledge Graph
Diffbot’s Knowledge Graph feature transforms the extracted web data into a structured, comprehensible knowledge graph, providing businesses with valuable insights and a better understanding of their data.
Multilingual Support
Diffbot supports all languages, making it a versatile tool for businesses operating in different regions and dealing with data in various languages.
Scalability
Diffbot is highly scalable, capable of handling a wide range of websites regardless of their complexity, making it a suitable tool for businesses of all sizes.
Structured Data Output
The data extracted by Diffbot is transformed into structured formats like JSON or CSV, making it ready for application use and further analysis.
Diffbot Pricing Plan
Diffbot offers 3 pricing plans:
Startup Plan: This plan costs $299 per month. It is ideal for startups and small businesses looking to leverage web data for their operations. The plan includes access to Diffbot’s extraction API and Knowledge Graph, with a credit allotment for data extraction. Additional credits are available at a specific rate.
Plus Plan: Priced at $899 per month, the Plus Plan is suitable for larger businesses with more extensive data extraction needs. It offers a higher credit allotment and includes all the features of the Startup Plan.
Enterprise Custom Plan: For businesses with unique or extensive data extraction needs, Diffbot offers a custom plan. The pricing for this plan is not fixed and interested businesses need to contact the Diffbot sales team for a custom quote.
Diffbot accepts credit cards, PayPal, and bank wire transfers for payment.
Who Should Use Diffbot?
Diffbot is a versatile tool that can be used by a wide range of users. It is particularly beneficial for businesses and individuals who need to extract structured data from the web. This includes researchers, data scientists, marketers, and business analysts. Companies can use Diffbot to monitor changes in product pricing across eCommerce websites, conduct competitor analysis, analyze online sentiment about their brand, or create a product or article database. It can also be used for hiring purposes, enabling recruitment teams to verify applicant information and find potential candidates.
Diffbot FAQs
What is Diffbot?
Diffbot is an AI-powered tool that extracts structured data from the web. It uses machine learning to identify and extract key attributes from web pages, transforming unstructured web data into a structured, comprehensible format. This makes it a valuable tool for businesses and individuals who need to extract and analyze web data for various purposes.
How does Diffbot work?
Diffbot works by using AI and machine learning to read and understand web pages in a similar way to humans. It identifies key attributes on a page and extracts them, transforming the unstructured web data into structured data. This data can then be used for various applications, from market research to competitor analysis.
What are some key features of Diffbot?
Some key features of Diffbot include automatic data extraction, Crawlbot for crawling entire websites, a Knowledge Graph feature for transforming extracted data into a structured format, multilingual support, scalability, and structured data output in formats like JSON or CSV.
What are the pricing plans for Diffbot?
Diffbot offers three pricing plans: the Startup Plan at $299 per month, the Plus Plan at $899 per month, and the Enterprise Custom Plan, for which businesses need to contact the Diffbot sales team for a custom quote.
Who should use Diffbot?
Diffbot is a versatile tool that can be used by a wide range of users. It is particularly beneficial for businesses and individuals who need to extract structured data from the web. This includes researchers, data scientists, marketers, and business analysts. Companies can use Diffbot to monitor changes in product pricing across eCommerce websites, conduct competitor analysis, analyze online sentiment about their brand, or create a product or article database.
How does Diffbot handle web scraping at scale?
Diffbot uses a combination of AI and machine learning to handle web scraping at scale. It can crawl and extract data from a large number of web pages quickly and efficiently, transforming the unstructured web data into a structured format that can be easily analyzed and used for various applications.
What types of payment does Diffbot accept?
Diffbot accepts credit cards, PayPal, and bank wire transfers for payment.
How can I improve the response times of the Diffbot Extract API?
There are several ways to improve the response times of the Diffbot Extract API. These include disabling the concatenation of multiple pages of an article, disabling robots.txt when crawling, disabling full rendering, and using the Bulk API for large-scale data extraction tasks.
Conclusion
Based on the information provided, Diffbot is a powerful and versatile AI-powered tool that can extract structured data from the web. It offers a range of features and pricing plans to suit different needs and budgets. It is particularly useful for businesses and individuals who need to extract and analyze web data for various purposes, from market research to competitor analysis. Its ability to handle web scraping at scale makes it a valuable tool for large-scale data extraction tasks.