Discovery AI

Discovery AI is a next-generation search engine developed by VK to work with content within its own ecosystem of services. The main difference between this tool and classic search engines lies in its approach to query processing: instead of listing links by keywords, the system analyzes information and immediately forms a coherent answer that is easy for the user to understand.

How It Works

Discovery AI is built on a chain of ML models that process a query sequentially. The system can understand natural language — you can phrase your question the way you would ask a live person, without needing to pick special keywords for search. This approach significantly simplifies interaction with the search engine and reduces the time needed to get the information you want.

Mission and Positioning

Discovery AI is positioned as a smart assistant focused on in-depth work with data. The system aims not just to find information but to make sense of it and prepare a ready-made result. This is especially useful when you need a quick answer to a complex question without spending time browsing numerous web pages and manually cross-referencing data from different sources.

Discovery AI Characteristics

Characteristic	Value
Pricing model	Free / Beta version
Categories	Data analysis, Search and fact-checking, Search engines
Developer	VK
Date added	01.07.2026
Processing speed	Up to 3,000 queries per second
Response time	Less than 0.5 seconds
Deep Research mode	Yes
Search across VK services	Yes

Who Is Discovery AI Suitable For?

The tool will be useful for a wide range of users who interact with the VK ecosystem in one way or another.

Regular Users of VK Services

For those who regularly use VK, Odnoklassniki, or other products of the company, Discovery AI can become a convenient way to quickly find the needed information — from posts and communities to answers to factual questions. The ability to ask queries in natural language makes search intuitive even for people without technical skills.

Analysts and Researchers

Thanks to the Deep Research mode, the search engine is of interest to those who need to conduct a deeper analysis. The AI independently refines the initial query and gathers additional context, allowing for a comprehensive answer to complex questions. This feature can be useful for analysts, marketers, and anyone working with large volumes of information.

How to Use Discovery AI?

At the moment, the exact technical details of using the system have not been disclosed, which is typical for beta versions. However, based on the description, a general usage scenario can be assumed.

Formulating a Query

To get a result, you will need to formulate a query in free form using natural language. The system does not require keywords or special operators — you simply ask a question or describe a situation, and the AI takes over the processing and search for information across the services of the VK ecosystem.

Working with Results

Instead of a list of links, you will receive a ready-made answer that the system generates based on the analysis of the found content. For complex queries, you can use the Deep Research mode, in which the AI will refine your query and gather additional data for a more complete answer. Note that final usage instructions may appear after the official release of the tool.

Key Features of Discovery AI

• Natural language search. The system understands queries phrased in ordinary words, without the need for keywords or special syntax.
• Ready-made answers instead of links. The neural network analyzes the found data and immediately forms a final answer, saving the user from having to manually review and compare information from different sources.
• Deep research. The Deep Research feature allows the system to refine the query, gather additional context, and conduct deeper analysis, which helps solve complex questions.
• Search across VK services. The tool works with content from various products in the company's ecosystem, providing access to a unique array of data.
• High speed. The system can process up to 3,000 queries per second and responds in less than half a second.

Advantages of Discovery AI

Natural Language Understanding

The key advantage is that you don't need to pick specific keywords for search. You can ask a question the way it sounds in your head, and the system will interpret it correctly.

Instant Results

Instead of a list of links that you need to analyze yourself, Discovery AI provides a ready-made answer. This saves time and simplifies the process of getting information: the system takes on the work of cross-referencing and analyzing data.

Deep Research Mode

The ability to conduct deep analysis of complex questions is another significant advantage. The AI independently refines the query and gathers additional context, which is especially valuable when working with non-trivial tasks.

High Performance

The stated performance metrics are impressive: up to 3,000 queries per second with a response time of less than half a second. This makes the tool comfortable to use even when you need information quickly.

Disadvantages of Discovery AI

At the moment, the main limitation is that the search is focused exclusively on the VK ecosystem. This means the system cannot index or provide information from external websites, which may be a significant limitation for users accustomed to universal search engines.

It is also worth noting that the tool is in beta testing, so there may be instabilities in operation or missing features. In addition, since the system generates a ready-made answer, the user may encounter a situation where the result does not meet expectations, and verifying the original source will be harder than with traditional link-based search. There is not enough information about other disadvantages at this time.

What Tasks Does Discovery AI Solve?

• Searching for information within the VK ecosystem. The main task of the system is to provide access to information stored in VK ecosystem services using natural language.
• Getting a ready-made answer. The system does not just find relevant materials but formulates a ready-made answer based on the analyzed content.
• Deep analysis of complex queries. The Deep Research mode allows for in-depth investigation of questions, including additional information gathering and context refinement.

Discovery AI Pricing

Currently, Discovery AI is available as a free beta version. This means users have the opportunity to try the tool and evaluate its functionality without any financial investment.

Information about whether the product will become paid after testing ends and what pricing plans may be introduced is not yet available. Follow official VK announcements for up-to-date information about the service's development and monetization.

Terms of Use for Discovery AI

Since Discovery AI is at the beta testing stage, detailed terms of use have not yet been published. It can be assumed that they will align with VK's policies and standards for similar services.

Full access to the functionality may require an account in the VK ecosystem, but this information has not been officially confirmed. It is recommended to wait for testing to finish and for official documentation to appear, and to follow updates.

Discovery AI Availability

Discovery AI is available to users interacting with the VK ecosystem. Regional restrictions are not specified, which potentially means availability for a wide audience. However, it is worth noting that the search is tailored to the internal content of the company's services, and the quality of work may depend on the volume of data in those services.

Since the product is in beta, access may be limited by the number of users or service uptime. For up-to-date information about availability and supported regions, it is best to refer to official VK resources.

How Discovery AI Differs from Alternatives

The key difference between Discovery AI and traditional search engines and AI assistants is its narrow specialization in the VK ecosystem. While universal systems such as GigaChat or NotebookLM are focused on working with the internet as a whole or specific tasks, Discovery AI is focused on the company's internal content.

Another important difference is the depth of integration. Instead of simply providing links to resources, Discovery AI uses a chain of machine learning models to analyze data and form a final answer. As a result, the user immediately gets a result rather than raw data to study on their own. The Deep Research mode also sets this tool apart — it can ask clarifying questions and go deeper into context, which is not typical of all search engines.

It is worth noting that Discovery AI differs from tools such as Claude Fable 5 or Amma, which focus on general AI tasks. Discovery AI is primarily a search engine with a unique approach to processing information within a specific data set.

Conclusion

Discovery AI is a promising search engine from VK aimed at working with information within the company's ecosystem. Thanks to natural language understanding and the ability to generate ready-made answers, it simplifies interaction with service content. The Deep Research mode expands the tool's capabilities, allowing for deep analysis of complex queries. As a free beta version, Discovery AI is accessible to a wide range of users and offers high performance. The system is designed to make search within the VK ecosystem faster and more efficient.