autoresearchclaw-academic-api-advantage-over-web-search

AutoResearchClaw uses OpenAlex, Semantic Scholar, and arXiv APIs to retrieve real peer-reviewed literature with structured metadata (DOI, citation counts, abstracts, verified authorship). The Oracle stack currently uses generic web search for literature, which has no academic database access, no citation graph traversal, and no domain-specific filtering. Bridging this gap requires integrating these three APIs into the Oracle research pipeline — not a web scraper substitute.

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