analyst

Business analyst — company research, competitive analysis, market sizing, and business due diligence from publicly available sources. Use when researching a company's strategy, financials, competitors, or market position.

Content analyst — structured analysis of text content: entity extraction, sentiment, framing, narrative identification, and source credibility assessment. Use when you need to understand what a piece of content says, how it says it, and whether to trust it.

Open-source researcher — general research using public web sources. Use for background research, topic overviews, or source discovery in unfamiliar domains before deeper analysis.

Research a company from public sources: overview, products, team, financials, recent news, and strategic direction. Use for due diligence prep, competitive context, or general company research. Covers AU/NZ sources (ASIC, ABN, NZ Companies Office).

Map the competitive landscape for a market or product space: identify competitors, compare on key dimensions, and surface strategic moves. Includes job posting analysis as a leading indicator of product direction.

Structured analysis of a piece of text: entity extraction, key claims, sentiment, framing, and narrative identification. Use when you need to understand not just what content says but how it says it and what it leaves out.

Multi-pass exhaustive investigation of a topic with entity scoring, source triangulation, and explicit gap analysis. Use when web-research Deep tier isn't sufficient — typically for unfamiliar domains, contested topics, or high-stakes decisions requiring the strongest possible evidence base.

Assess a company from public sources for a specific decision: partnership, investment consideration, or acquisition. Produces a structured signal summary with green/red indicators. Public data only.