Audience Engine

Content Pipeline

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About this project
1
Configure
Select a campaign to begin
2
Community Discovery
Waiting
3
Audience Research
Waiting
4
Content Ideation
Waiting
5
Script Generation
Waiting
Examples
Saved Campaigns
Activity

About this project

Audience Engine is a research prototype exploring what it takes to build an autonomous cultural researcher and audience-building agent. It chains LLM reasoning with live community data to move from a blank campaign brief to research-grounded content in a single automated pass.

What it does today

After configuring a campaign brief, the prototype runs a four-stage pipeline:

Where it's headed

The long-term direction is a fully autonomous research and strategy agent that continuously monitors cultural shifts across communities, identifies emerging opportunities, and generates content strategies—with humans in the loop for strategic direction and distribution decisions.

Technical notes

Select or create a campaign in the left panel to get started.