AI trading bots and financial intelligence
Recent window: last 5.2 months (2026-04-24 → 2026-09-28), compared with the prior 5.2 months.
These products use AI agents to automate investment analysis, algorithmic trading, and prediction market strategies. They are designed for retail traders, crypto investors, and financial analysts seeking automated execution and market insights. Unlike general business analytics tools, this cluster specifically focuses on capital markets, decentralized trading, and automated financial decision-making.
Metrics
- Stage
- crowded
- Recent count
- 191
- Prior count
- 14
- Total count
- 240
- Momentum
- 300.00
- Attention
- 0.31
- Crowding
- 0.88
- Concentration
- 0.82
- Opportunity
- 0.40
Opportunity components
- Attention
- 0.31
- Low crowding
- 0.12
- Momentum (normalized)
- 1.00
- Low concentration
- 0.18
Monthly trajectory
Source split
- github
- 19 (0.10)
- hn
- 7 (0.04)
- ph
- 161 (0.84)
- yc
- 4 (0.02)
Dominant source: ph · Divergence: 0.82
Similar themes
- financial intelligence and trading tools (0.58)
- algorithmic trading bots and platforms (0.56)
- forex trading indicators and strategies (0.49)
- trading platforms and commercial intelligence (0.42)
- AI agents for business operations (0.37)
- open-source personal wealth trackers (0.36)
- task-specific ai agents and assistants (0.34)
- AI gateways and model routing infrastructure (0.34)