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Platform · AI Search Infrastructure

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Definition

DeepSeek is a Chinese AI company that has developed a series of large language models — most notably DeepSeek-R1 — that have achieved performance comparable to leading US models at significantly lower reported training costs. Its models are open-source and have been widely adopted in research and commercial applications. DeepSeek’s rapid emergence and open-source distribution have expanded the AI search ecosystem beyond the handful of US-based platforms that previously defined it. As DeepSeek models are integrated into consumer and enterprise products, they represent an additional retrieval surface for brands to consider. DeepSeek’s training data composition and citation behavior differ from OpenAI, Anthropic, and Google models — requiring brands to understand that AI search optimization is not a one-platform problem.

AI Search Ecosystem

LLM visibility

Training corpus

Foundation model

LLMO

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