search_graph
Find trends, signals, and expert insights across 100+ curated knowledge graphs covering retail, beauty, tech, food, travel, sports, and 30+ specialist domains. Returns trend data with cited evidence, source attribution, and lifecycle stage (emerging/building/mature/fading) — not generic web summaries. If graphId is omitted, searches ALL accessible graphs in parallel (recommended default). Use for market trends, competitor analysis, innovation signals, consumer behavior, cultural shifts, or any topic where curated expert intelligence outperforms web search.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| mode | No | Execution mode: "research" for topic research, "compare" for upload & compare intelligence. Defaults to "research". | research |
| limit | No | Maximum number of results (default 10, max 50) | |
| query | Yes | The search query. Country/regional terms filter results at the macro level. Note: Knowledge graph trends are indexed at country/global scope — for sub-national or city-level data (e.g., "US coastal cities"), also query get_supplemental_context. | |
| graphs | No | Optional explicit graph scope: an array of graph IDs. When provided, the search is restricted to EXACTLY these graphs — no fallback routing to other graphs. Graph IDs that are unknown, not live, or not yet synced are reported back in `unavailable_graphs` with a reason. Takes precedence over graphId. | |
| userId | No | Optional user identifier for trial usage tracking. | |
| graphId | No | Optional graph ID. If omitted, searches ALL accessible graphs. Examples: 'retail', 'tech', 'food', 'travel', 'beauty', 'sports', 'sic', 'pew', 'ce-design', 'ezra-eeman-wayfinder', 'dhl-ecommerce-trends-2026', 'automotive-color-trends', 'alyson-stevens-macro', 'dentsu-creative-marketing', 'pwc/sxsw-2026-key-insights', 'green-house/thrive-report', 'delta/the-connection-index' | |
| skip_skills | No | If true, skip applying any enabled search enhancement skills for this query only. Use when you want raw, un-enhanced graph results. Default: false. | |
| use_semantic | No | Whether to use semantic search (default true) | |
| include_evidence | No | If true, batch-fetch supporting evidence articles inline with results. Default: true. |