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Public-data research

Public-data market research

Market research assembled exclusively from lawful public sources, with the provenance attached. Every claim is typed (fact, public statement, analysis, inference, or allegation), linked to its public source, and screened for legal risk before it reaches you.

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What's in the report

  • ✓Research drawn from filings, public records, news, pricing pages, and other lawful public sources
  • ✓A full source trail — every factual claim links to where it came from
  • ✓Facts, statements, analysis, and inference clearly separated
  • ✓Confidence and risk scoring so you know how much to trust each item
  • ✓Export to PDF, HTML, Markdown, or JSON

Best for

  • →Teams that need research they can defend, not AI-generated summaries
  • →Consultants whose clients ask 'what's the source?'
  • →Anyone burned by unsourced market research
Every claim is typed, cited, and risk-screened

Facts, public statements, analysis, and allegations are separated — never blended. Allegations are gated by default. Read the full methodology →

Questions

What sources do you actually use?

Lawful public sources: company filings, SEC documents, pricing pages, press releases, news, public records, public reviews, and hiring signals. Our methodology page lists the full set and what each is good for.

How is this different from asking an AI?

An AI gives you a confident summary with no verifiable provenance. Every claim in our research links to its public source and is typed by reliability — fact versus analysis versus allegation.

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