OBJECTIVE SIGNALS
- Layoff frequency timeline
- Revenue stability trend
- Hiring velocity
- Promotion time distribution
- Team churn rate
BEFORE YOU JOIN
THAT COMPANY
Analyze objective outcomes and hidden employee sentiment for any employer.
Processing pipeline: Gemini web-research mode (single-engine intelligence synthesis).
SUBJECTIVE SIGNALS
- Reddit employee threads
- Blind-style sentiment
- Burnout language markers
- Toxicity keywords clustering
- Narrative volatility
DECISION OUTPUTS
- Stability score
- Culture volatility index
- Career growth probability
- Confidence / integrity marker
- Detailed action report