AI-Powered Idea Discovery
Discover what people actually want built. Our AI aggregates problems and ideas from across the web3 ecosystem, so you can build solutions that people are actively asking for.
How AI Social Trending Works
AI-Powered Aggregation
Our AI continuously monitors social platforms, forums, and blockchain communities to identify problems people want solved and ideas for solutions.
Intelligent Filtering & Ranking
Machine learning algorithms filter noise, identify quality discussions, and rank ideas based on engagement, sentiment, and potential traction.
Traction Metrics
Each idea shows real-time traction: votes, comments, quality score, interest level, and source platform for full transparency.
Campaign Creation
Users can create a Campaign directly from any idea for further validation using FavOS voting and SuperVote mechanisms.
Project Linking
Builders can create Projects linked to Campaigns, allowing transparent tracking from idea → validation → project → launch.
Where We Listen
- Trending hashtags
- Mention patterns
- Community engagement
- Viral threads
- r/cryptocurrency
- r/web3
- r/ethereum
- Project-specific subs
- Launch feedback
- Top comments
- Upvote patterns
- User needs
- Top stories
- Ask HN threads
- Show HN projects
- Comment insights
- Model releases
- Community feedback
- Paper discussions
- Use cases
- Builder needs
- Ecosystem gaps
- Feature requests
- Pain points
Platform Features
Source Transparency
Click on any idea to see the original source (X thread, Reddit post, forum discussion) with full context.
Multi-Signal Analysis
AI analyzes upvotes, comments, sentiment, author reputation, and engagement patterns to score quality.
Real-Time Updates
Ideas update in real-time as new discussions emerge, ensuring you see trending problems as they happen.
Community Validation
FavOS community can upvote, comment, and SuperVote ($FAV) to add their own validation layer.
Smart Categorization
AI automatically tags ideas by category (DeFi, NFT, Gaming, Infrastructure, etc.) and target chain.
Duplicate Detection
ML identifies similar ideas across platforms and aggregates them into unified discussions.
Who Benefits?
Builders & Developers
Find validated problems to solve before writing a single line of code. See what people are actually asking for.
VCs & Investors
Identify trending problems and high-demand solutions early. Track community sentiment and market demand.
Community Members
Discover interesting ideas, vote on what you want to see built, and connect with like-minded builders.
Project Teams
Validate your idea against real market demand. See if others are asking for the same solution.