DeepSeek has officially released its native Search and Fetch APIs, providing AI agents and Retrieval-Augmented Generation (RAG) applications with direct access to live web content. The service is powered by DeepSeek’s in-house search engine and is priced at $0.75 per 1,000 successful requests.
For businesses building automated workflows, giving an AI access to the internet usually requires a fragmented tech stack: an LLM provider for reasoning, a separate search API to find URLs, and a third scraping service to read the page content. DeepSeek is combining these capabilities natively under a single authentication key and billing structure.
How the Search and Fetch APIs Work
The new release features two distinct endpoints that operate via standard JSON requests.
The Search API functions as a programmatic entry point to DeepSeek’s proprietary search engine. Users pass a query, and the API returns an array of structured results. This response goes beyond just returning a link. A successful request delivers the page title, URL, a short snippet designed for user interfaces, a longer summary optimized for an AI model to read, and the actual content of the page. It also includes an authority tier rating and a rerank score to help applications filter out low-quality sources.
To refine searches, the API supports a full suite of traditional query operators. Systems can restrict searches to specific sites, exclude certain domains, filter by language, or limit results to pages published before or after specific dates.
The Fetch API handles targeted content retrieval. When a workflow already knows the specific URL it needs to read, it can send that web address to the Fetch endpoint. The API retrieves the page and converts the content directly into Markdown, which is the most efficient format for large language models to process.
Both tools are strictly read-only and use standard OpenAI-compatible error formatting, making it easier for developers to integrate them into existing automation pipelines. Billing is based entirely on successful requests, meaning failed fetches or blocked pages do not consume account balances.
Practical Applications for SMB Operations
For small and mid-sized businesses automating their administrative work, live web access is the difference between an AI tool that drafts generic emails and one that does actual research. DeepSeek’s consolidated approach lowers the barrier to entry for building internet-connected workflows.
Here is what this enables practically:
Automated Lead Enrichment: Instead of a sales team spending hours researching a list of new prospects, an automated background process can take a company name, use the Search API to find their latest press releases or product pages, use the Fetch API to read them, and drop a synthesized brief into a CRM.
Competitor and Pricing Monitoring: Businesses can build lightweight scripts that run on a schedule to track competitor movements. Using specific site operators and date filters, the Search API can look for new pages published on a competitor's domain over the last week. The AI can then extract pricing changes or new service announcements and flag them for the operations team.
Vendor Research: When evaluating new software or suppliers, an automated workflow can pull documentation, read technical specifications via the Fetch API, and compile a side-by-side comparison matrix.
By bringing search and extraction in-house at a clear, volume-based price point, DeepSeek is turning web retrieval from a complex integration challenge into a standard utility. For companies looking to automate tasks that require up-to-date external information, building internet-capable agents just became significantly less complicated.