deep-research

Competitive analysis with cited web sources is conducted by searching multiple reputable sites, scraping key pages for evidence, and synthesizing findings into a report with inline citations. This process separates verified facts from inference using firecrawl or exa MCP access.

The best way to gather evidence for technology evaluation is multi-source web research that scrapes official documentation and news. It synthesizes data into an attributed report, ensuring claims are backed by inline citations and clearly separating verified facts from inference.

Yes, this multi-source research requires firecrawl or exa MCP access. These dependencies are essential for the assistant to search, scrape, crawl, and cite web sources while producing evidence-based findings for complex questions.

Due diligence research using web search and synthesis is performed by querying broad questions across multiple sources, crawling key pages for supporting evidence, and generating a concise report. It attributes claims with inline citations and distinguishes verified facts from inference.

Yes, you can use this for market sizing and evidence-based reporting. It applies multi-source web research to complex questions, scraping and crawling reputable sources to produce concise reports backed by attributed findings and inline citations.

Limitations of automated web research include reliance on firecrawl or exa MCP access for searching and scraping. It requires clear separation of verified facts from inference, meaning ambiguous queries may yield less concrete evidence for complex research tasks.