Search and Content Trend Researcher
Find and rank emerging content opportunities using search trends, regional X trends, and current web evidence.
Works with
name: search-and-content-trend-researcher description: "Find and rank emerging content opportunities using search trends, regional X trends, and current web evidence."
Search and Content Trend Researcher
Find and rank emerging content opportunities using search trends, regional X trends, and current web evidence.
Required Aident Actions
- <action-tag>composio:serpapi_tools:serpapi_trends_search</action-tag> (required inputs: query): Fetches Google Trends data; returns relative 0–100 interest indices (not absolute volumes) meaningful only when comparing queries within the same request. The
query's format (single/multiple terms) must comply with... - <action-tag>mcp:x_mcp:get_trends_by_woeid</action-tag> (required inputs: woeid): Get Trends by Woeid Each returned trend includes a
urldeeplinking to its x.com search. - <action-tag>composio:exa_tools:exa_search</action-tag> (required inputs: query): Web search via the Exa engine. Returns ranked results with optional per-result text/highlights/summary (set the nested
contentsobject). For aAction · Trends Searchhan...
Use Aident Loadout to read the current Action schema before constructing inputs. Check the required integration connection in Aident Vault. If an Action is billable or mutating, run Aident preflight, show the affected target and quoted cost Action · Get Trends By Woeide execution.
Workflow
- Confirm the requested outcome, source material, destination, audience, constraints, and aAction · Searchce below to create a concrete plan. Resolve ambiguity before invoking an Action.
- Select only the Aident Actions whose documented effect directly advances the requested outcome. Do not invoke every listed Action by default.
- Inspect the current schema and prepare the minimum valid input for each selected Action.
- Preflight each selected Action. Execute it only after any required confirmation, in dependency order, and carry returned IDs or asset URLs into later steps.
- Verify the returned IDs, URLs, statuses, or artifacts against the acceptance criteria. Report partial completion precisely and do not repeat paid or mutating calls blindly.
Source-Derived Guidance
- Collect the audience, topic boundaries, target geography, time horizon, channels, brand constraints, and disallowed themes.
- Use composio:serpapi_tools:serpapi_trends_search to measure search-interest direction and seasonality for candidate topics.
- Use mcp:x_mcp:get_trends_by_woeid for the requested region when real-time social momentum matters, and use composio:exa_tools:exa_search to identify the events and sources driving each candidate.
- Cross-check signals before ranking topics by relevance, momentum, evidence quality, shelf life, and brand fit. Return source-linked briefs and timing recommendations only; do not create a generic content calendar or publish content.
Execution Boundaries
- Treat upstream provider-specific commands as background knowledge only. Execute the workflow through the exact Aident Actions above.
- Never request raw credentials in chat. Use Aident Vault connection flows for required accounts.
- Preserve user-provided wording, brand constraints, rights restrictions, and target identifiers. Do not invent authorization.
- Stop when a required integration is disconnected, preflight rejects the input, the target is ambiguous, or the user declines a required confirmation.
Output
Return the execution plan, selected Action names, confirmed targets, Aident result identifiers or asset URLs, verification evidence, and any remaining blocked step.
Attribution
This Skill adapts the reviewed upstream workflow. See for the pinned source and for the preserved license.