AI Platforms

DeepSeek

DeepSeek is a Chinese AI model and assistant platform designed for advanced reasoning, coding, and information retrieval tasks.

What is DeepSeek?

DeepSeek is an AI platform and family of large language models developed by a Chinese AI company for conversational AI, reasoning, coding, and other tasks.

It is available through its consumer chat product and API, so the same model family can be used directly by people or integrated into software and developer workflows.

If you remember one thing: DeepSeek is an AI platform built around a changing family of language models, not a single model or a traditional search engine.

How does DeepSeek work?

DeepSeek works using advanced large language models with an emphasis on reasoning and specialized capabilities:

Understand the query. DeepSeek interprets the user's question and determines what kind of response is needed.
Use model knowledge. For questions that do not require current information, the model can generate an answer from what it learned during training.
Retrieve information when search is enabled. DeepSeek can use web search to obtain information that is not available or sufficiently current in the model's existing knowledge.
Reason and synthesize. Reasoning-capable models can work through a problem before producing the final response.
Generate the answer. DeepSeek combines the relevant information into a conversational response.

DeepSeek vs. traditional search: what's the difference?

DeepSeek

Traditional search

Primary output

Conversational answer generated from the query

List of webpages, snippets, and other search results

Reasoning

Can synthesize information and work through complex questions

Primarily retrieves and ranks relevant pages

Context

Can use the conversation context when generating an answer

Each search generally starts from the query you enter

Information sources

Model knowledge and, when available, retrieved information or tools

Crawled and indexed webpages and other searchable content

Best for

Explanations, coding, reasoning, synthesis, and conversational research

Finding specific websites, documents, sources, and current web information

Visibility goal

Be mentioned, recommended, or used as a source in an AI-generated answer

Appear prominently in search results for relevant queries

Primary output

DeepSeek

Conversational answer generated from the query

Traditional search

List of webpages, snippets, and other search results

Reasoning

DeepSeek

Can synthesize information and work through complex questions

Traditional search

Primarily retrieves and ranks relevant pages

Context

DeepSeek

Can use the conversation context when generating an answer

Traditional search

Each search generally starts from the query you enter

Information sources

DeepSeek

Model knowledge and, when available, retrieved information or tools

Traditional search

Crawled and indexed webpages and other searchable content

Best for

DeepSeek

Explanations, coding, reasoning, synthesis, and conversational research

Traditional search

Finding specific websites, documents, sources, and current web information

Visibility goal

DeepSeek

Be mentioned, recommended, or used as a source in an AI-generated answer

Traditional search

Appear prominently in search results for relevant queries

How to improve AI visibility in DeepSeek?

Start by working out why DeepSeek is not mentioning or sourcing your brand.

DeepSeek does not have enough information connecting your brand to the topic. Create clear pages that explain what your company does, who it serves, the problems it solves, and the categories it belongs to.
Your website does not answer the questions people ask. Publish direct answers to buyer questions, comparisons, use cases, implementation guides, and other topic-specific content.
Your content lacks supporting evidence. Use named authors, original data, specific examples, references, and transparent claims.
Other sources describe your brand more clearly. If independent articles, directories, reviews, or industry resources consistently describe competitors but not your brand, those gaps are worth addressing.
Your content is difficult to interpret or access. Make sure important pages can be accessed by AI crawlers.

FAQ

Does DeepSeek use web search?

Yes, DeepSeek products can use web search. The DeepSeek app has offered web search, and DeepSeek documents web-search capabilities in some API and agent integrations. Whether it uses search depends on the product and configuration.

How does DeepSeek choose which sources to use?

DeepSeek does not publish a complete ranking system that explains how it selects sources for every answer. When web search or other retrieval tools are available, the sources used can depend on the query and the information retrieved.

What is a good DeepSeek visibility for my brand?

There is no universal DeepSeek visibility score that defines a "good" result. A useful benchmark comes from tracking the same relevant prompts over time and comparing your brand with competitors.

Want to see how DeepSeek recommends your brand?

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Related terms

AI Visibility Metrics

AI visibility

Explore how AI visibility measures a brand's presence across AI-generated answers, recommendations, and citations.

AI Visibility Metrics

AI visibility score

Understand the factors behind an AI visibility score and how it helps evaluate a brand's exposure across AI platforms.

AI Visibility Metrics

Mention rate

Learn how mention rate tracks the percentage of AI responses that reference a specific brand, company, or product.

What is DeepSeek?

DeepSeek is an AI platform and family of large language models developed by a Chinese AI company for conversational AI, reasoning, coding, and other tasks.

It is available through its consumer chat product and API, so the same model family can be used directly by people or integrated into software and developer workflows.

If you remember one thing: DeepSeek is an AI platform built around a changing family of language models, not a single model or a traditional search engine.

How does DeepSeek work?

DeepSeek works using advanced large language models with an emphasis on reasoning and specialized capabilities:

Understand the query. DeepSeek interprets the user's question and determines what kind of response is needed.
Use model knowledge. For questions that do not require current information, the model can generate an answer from what it learned during training.
Retrieve information when search is enabled. DeepSeek can use web search to obtain information that is not available or sufficiently current in the model's existing knowledge.
Reason and synthesize. Reasoning-capable models can work through a problem before producing the final response.
Generate the answer. DeepSeek combines the relevant information into a conversational response.

DeepSeek vs. traditional search: what's the difference?

DeepSeek

Traditional search

Primary output

Conversational answer generated from the query

List of webpages, snippets, and other search results

Reasoning

Can synthesize information and work through complex questions

Primarily retrieves and ranks relevant pages

Context

Can use the conversation context when generating an answer

Each search generally starts from the query you enter

Information sources

Model knowledge and, when available, retrieved information or tools

Crawled and indexed webpages and other searchable content

Best for

Explanations, coding, reasoning, synthesis, and conversational research

Finding specific websites, documents, sources, and current web information

Visibility goal

Be mentioned, recommended, or used as a source in an AI-generated answer

Appear prominently in search results for relevant queries

Primary output

DeepSeek

Conversational answer generated from the query

Traditional search

List of webpages, snippets, and other search results

Reasoning

DeepSeek

Can synthesize information and work through complex questions

Traditional search

Primarily retrieves and ranks relevant pages

Context

DeepSeek

Can use the conversation context when generating an answer

Traditional search

Each search generally starts from the query you enter

Information sources

DeepSeek

Model knowledge and, when available, retrieved information or tools

Traditional search

Crawled and indexed webpages and other searchable content

Best for

DeepSeek

Explanations, coding, reasoning, synthesis, and conversational research

Traditional search

Finding specific websites, documents, sources, and current web information

Visibility goal

DeepSeek

Be mentioned, recommended, or used as a source in an AI-generated answer

Traditional search

Appear prominently in search results for relevant queries

How to improve AI visibility in DeepSeek?

Start by working out why DeepSeek is not mentioning or sourcing your brand.

DeepSeek does not have enough information connecting your brand to the topic. Create clear pages that explain what your company does, who it serves, the problems it solves, and the categories it belongs to.
Your website does not answer the questions people ask. Publish direct answers to buyer questions, comparisons, use cases, implementation guides, and other topic-specific content.
Your content lacks supporting evidence. Use named authors, original data, specific examples, references, and transparent claims.
Other sources describe your brand more clearly. If independent articles, directories, reviews, or industry resources consistently describe competitors but not your brand, those gaps are worth addressing.
Your content is difficult to interpret or access. Make sure important pages can be accessed by AI crawlers.

FAQ

Does DeepSeek use web search?

How does DeepSeek choose which sources to use?

What is a good DeepSeek visibility for my brand?

There is no universal DeepSeek visibility score that defines a "good" result. A useful benchmark comes from tracking the same relevant prompts over time and comparing your brand with competitors.

DeepSeek

What is DeepSeek?

How does DeepSeek work?

DeepSeek vs. traditional search: what's the difference?

How to improve AI visibility in DeepSeek?

FAQ

Does DeepSeek use web search?

How does DeepSeek choose which sources to use?

What is a good DeepSeek visibility for my brand?

Want to see how DeepSeek recommends your brand?

Related terms

AI visibility

AI visibility score

Mention rate

DeepSeek

What is DeepSeek?

How does DeepSeek work?

DeepSeek vs. traditional search: what's the difference?

How to improve AI visibility in DeepSeek?

FAQ

Does DeepSeek use web search?

How does DeepSeek choose which sources to use?

What is a good DeepSeek visibility for my brand?

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