Tech Research Agent operates by first receiving a research query, then dispatching web searches via Google Serp API. It crawls result URLs, extracts code samples and textual content, applies natural language processing for summarization, and builds a knowledge graph of key concepts. Using OpenAI GPT, it synthesizes findings into coherent technical reports in markdown format. It supports customization of search depth, summarization granularity, and output templates. With built-in caching and parallel processing, the agent accelerates large-scale literature reviews, API explorations, and competitive analysis, enabling users to quickly identify trends, best practices, and relevant code examples for technology evaluation.

CompanyResearcher uses Tavily’s proprietary AI and web scraping technology to automatically gather, clean, and analyze company data from public sources like news sites, regulatory filings, social media, and industry databases. It identifies financial metrics such as revenue, profit margins, and cash flow; maps funding history including investors and round sizes; lists executive teams and board members; and tracks product launches and market developments. The Agent then synthesizes this information into an easy-to-read report with interactive charts, timelines, and benchmarks against industry peers. Users can customize report parameters, filter by date ranges, or compare multiple companies side-by-side. This streamlined workflow accelerates due diligence, competitive intelligence, market research, and sales prospecting, reducing manual research time from hours to seconds.