Marketing Agents
Pattern
HIL Agentic Context Builder
Build brand context through AI-guided questioning and web research. Gathers insights to create detailed brand profiles.
IntermediateOct 2025View the full pattern on desktop
Problems solved
- Build brand context through guided AI questioning and web research
- Stop the agent loop when a completion tool is called
- Share AsyncLocalStorage context across a rich toolset
- Synthesize competitive and audience insights into a brand profile
Use cases
- Brand discovery interviews
- Marketing strategy intake agents
- Competitive landscape research sessions
- Campaign briefing copilots
AI SDK APIs
streamTexttools:convertToModelMessagesgenerateObjecttool(
Tags
aihuman-in-the-loopstrategycontext-buildingresearchai-sdkartifactscompetitive-analysisbrand-positioningtarget-audience
Requirements
- Node.js
- 24+
- Memory
- 512MB
- Other
- OpenAI API key
- Exa API key (optional)
External services
openaiupstash
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