Momentum
Measures velocity and acceleration to identify topics that are starting to move before they become mainstream.
EARLY TREND INTELLIGENCE
See the shift before the crowd.
EARLYVE is an early trend-intelligence platform that detects emerging topics by combining momentum, cross-source confirmation and geographic spread across multiple public data sources.
Google Trends
YouTube
TikTok Creative Center
GDELT
Hacker News
Reddit — planned enrichment
How EARLYVE works
EARLYVE is designed to detect acceleration rather than simply measure popularity. It evaluates how quickly attention is changing, whether the same topic is appearing across independent sources, and how that interest spreads across markets.
Cross-source confirmation
Compares independent public sources to identify when the same topic begins to gain traction across platforms.
Geographic diffusion
Tracks how interest spreads between markets and how quickly a topic moves from one geography to another.
Planned Reddit enrichment
Reddit is planned as a read-only enrichment source. EARLYVE will use Reddit only to measure aggregate public discussion signals for a limited number of emerging topics already detected by the system.
Public post volume
Number of relevant public posts within a defined time window.
Number of relevant public posts within a defined time window.
aggregate
Subreddit spread
How many public communities discuss the same emerging topic.
How many public communities discuss the same emerging topic.
aggregate
Engagement activity
Aggregate score and comment activity associated with relevant public posts.
Aggregate score and comment activity associated with relevant public posts.
aggregate
Cross-source timing
Compares when Reddit activity appears relative to other public trend sources.
Compares when Reddit activity appears relative to other public trend sources.
derived
Data & Privacy
The planned Reddit integration is designed around data minimization and aggregate trend analysis.
What EARLYVE will do
- Use Reddit API access in read-only mode.
- Search public Reddit content for a small number of emerging topics.
- Retain only the minimum data required for aggregate trend analysis.
- Combine aggregate Reddit signals with other public trend sources.
- Respect Reddit API limits, access controls and platform policies.
What EARLYVE will not do
- No profiling of individual Reddit users.
- No collection of private Reddit content.
- No automated posting, commenting, voting or messaging.
- No large-scale republication or redistribution of Reddit content.
- No training of AI or machine-learning models using Reddit content.
- No circumvention of Reddit authentication or API restrictions.