financial and labor market data tools
Recent window: last 5.2 months (2026-04-24 → 2026-09-28), compared with the prior 5.2 months.
These products provide specialized datasets, calculators, and APIs covering compensation, housing costs, taxes, and personal financial planning. They are used by consumers, job seekers, and developers looking for transparent pricing benchmarks and economic data. Unlike broad business intelligence platforms, this cluster focuses on niche public data extraction, regulatory compliance, and personal financial decisions.
Metrics
- Stage
- forming
- Recent count
- 124
- Prior count
- 9
- Total count
- 149
- Momentum
- 300.00
- Attention
- 0.31
- Crowding
- 0.65
- Concentration
- 0.80
- Opportunity
- 0.47
Opportunity components
- Attention
- 0.31
- Low crowding
- 0.35
- Momentum (normalized)
- 1.00
- Low concentration
- 0.20
Monthly trajectory
Source split
- github
- 2 (0.02)
- hn
- 11 (0.09)
- ph
- 110 (0.89)
- yc
- 1 (0.01)
Dominant source: ph · Divergence: 0.88
Similar themes
- calculators and financial estimation tools (0.58)
- AI agents for business operations (0.58)
- personal finance and investment tools (0.55)
- billing and payment processing infrastructure (0.50)
- SaaS infrastructure and back-office APIs (0.49)
- business operations and financial tools (0.47)
- specialized calculators and estimation tools (0.47)
- billing, invoicing, and revenue recovery (0.46)