perplexity-research

Brain-context aware web research integrates your existing knowledge base with live web results to surface delta updates. It delivers citation-backed findings by comparing what you already know against the current web state.

To monitor current-state changes, provide the entity topic and your existing brain context to run the research process. The tool performs freshness delta analysis and outputs structured citation-backed results documenting what is new or different.

Yes, you can enrich entity data by supplying a topic and current brain context. The system augments web research with citations, delivering structured outputs to identify new information and update your existing records.

Yes, Perplexity access is required to perform brain-guided web research. The tool requires this connectivity alongside brain context input to generate citation-backed structured outputs.

Web research results with citations are written as structured outputs to a research directory. The system enforces strict citation formatting to ensure all delta updates and current-state findings are properly sourced.

Freshness delta analysis integrates with existing knowledge graphs by comparing brain context against live web results. It surfaces what is new or different, enabling flexible integration with dashboards to monitor changes over time.