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Qoory supports direct entity lookup, filtered discovery, and AI-assisted research. These paths share the entity graph but solve different tasks.

Entity lookup

Use entity lookup when you know what you want. Qoory resolves the query against supported entity types and returns matching profiles. Adding an entity type, chain, ticker, or handle reduces ambiguity.

Structured discovery

Use curated rankings, trending lists, movers, events, and narrative discovery when you want a bounded set instead of every database row. Qoory deliberately avoids unbounded “get all” workflows.

AI-assisted research

For a broader question, Qoory classifies the intent, selects relevant tools, gathers structured and sourced context, and streams a synthesized answer. More complex questions can use several tools and cost more credits than a direct lookup.

Citations

A citation connects a claim to the source context used to support it. Open the citation to inspect the publication, title, timestamp, and destination when available. A citation supports a specific claim; it does not certify every claim on the source page. When sources disagree, Qoory should show the disagreement or omit the claim rather than collapse conflicting values into false certainty.

Read answers critically

  • Check the timestamp on market and fast-moving social data.
  • Distinguish an observed fact from a Qoory-derived ranking or AI summary.
  • Treat missing fields as unknown, not zero.
  • Follow citations for claims that affect a decision.
  • Re-run time-sensitive research when freshness matters.