Market & news research with UnifAPI

Programmatic market research that combines search engine results, real-time news, and on-demand web scraping. Live: unifapi.com/solutions/market-research.

The agent loop

1. Plan queries from the research brief
2. Pull SERPs for each query → Google SERP / Bing SERP
3. Pull news for time-sensitive context → News Search
4. Scrape the top results to LLM-ready markdown → URL → markdown
5. Synthesize with the LLM, citing sources

APIs used

• Google SERP / Bing SERP — query the open web
• News Search, News Sources — real-time press
• URL → markdown — turn any SERP result into LLM context
• URL → structured — extract numbers / tables from financial reports

Why this shape wins

Deep-research agents (think the OpenAI / Anthropic / Perplexity “deep research” patterns) all share the same three primitives: SERP → fetch → synthesize. UnifAPI provides all three under one key, so the agent’s tool schema stays small and the bill stays predictable.

Read also: Unified API for AI agents.

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