Broad Listening
Transform individual voices into collective insights through democratic AI
Real-world applications
Discover how organizations use Broad Listening for democratic sensemaking
Envision Bhutan 2035
National visioning consultation with citizens across Bhutan
NEAR House of Stake
Governance transparency and delegate selection in NEAR's House of Stake governance system
Deep Funding Jury Rationales
Analysis of funding decisions and rationales from Deep Funding jury evaluations
Ethereum Ecosystem Funding Priorities
Community insights on what should be funded in the Ethereum ecosystem based on Ethereum Magicians Forum discussions
How it works
Collect voices at scale
Input can be survey responses, interviews, meeting transcripts, social media discussions, or structured conversations.
Analyze with Large Language Models
Broad Listening uses large language models to identify themes and summarize specific claims.
Ground insights in quotes
Each summary links back to participant statements, so you can always see the source.
Interactive reports
Results are shared in an online report, where you can explore themes and dive into the details behind them.
Why Broad Listening is Different
Depth and scale, together
Focus groups capture nuance, and polls capture scale. Broad Listening does both.
More trustworthy than standard AI
By grounding every claim in verified quotes, Broad Listening minimizes the hallucination problem that plagues other LLM tools.
Proven in practice
Governments, organizations, and advocacy groups have used Broad Listening to turn thousands of individual voices into clear, actionable agendas.
Democratically accessible
No complex setup or expensive licenses. Simply provide your data and get instant insights that empower inclusive decision-making.
The Broad Listening Collective is an open source movement pioneering democratic AI for governance and sensemaking. We democratize access to sophisticated analysis, ensuring every voice is heard in the decision-making process.
Analyze Your Own Data
Enter the URL of your structured data to begin analysis
Data should be publicly accessible JSON following our schema
API Access
Access Broad Listening data programmatically through our REST API
Search Endpoint
Parameters
report - Report URL (required)q - Search query (optional)timeFilter - Time filter (optional)Features
Use quotes for exact matching: q=%22democracy%22 finds only the complete word "democracy"
Questions?
team@gainforest.earth