Educational, neutral, and trust-forward by design.
LifeRiskIQ risk scores for every US state and city.
LifeRiskIQ synthesizes longevity and health outcomes, financial stability risk, environmental and disaster exposure, mobility and accident risk, and access to essential services into a single LifeRiskIQ Risk Score. Compare states and cities on a 0-100 scale, then review risk factor scores and data sources to understand what drives long-term risk.
Risk factors
5
Risk domains in the index.
Geography
US
State and city coverage.
Output
0-100
Higher means higher risk.
LifeRiskIQ Risk Score
0-100
Higher score means higher relative risk.
Population level only
LifeRiskIQ Risk Score
Higher scores indicate higher relative risk.
Risk factor subscores
Health, finance, environment, mobility, access.
Narrative drivers
Summarizes the top factors behind the score.
No medical diagnosis, actuarial prediction, or individual life expectancy estimates are provided.
Core risks
Five risk domains shape long-term life risk.
Each risk factor blends public datasets with RiskIQ verticals so scoring stays transparent and comparable across locations.
Longevity and health outcomes
Life expectancy and chronic disease prevalence that shape long-term health outcomes.
Sources: County Health Rankings + CDC PLACES
Financial stability
Income resilience and cost pressure indicators tied to long-term financial stability.
Sources: US Census ACS + CFPB Consumer Complaint Database
Environmental and disaster exposure
Hazard exposure and air quality pressure that influence long-term stability.
Sources: FEMA National Risk Index + CDC Environmental Health Tracking
Mobility and accident risk
Transportation safety and exposure signals tied to sudden life disruption.
Sources: NHTSA FARS + US Census ACS + CDC impaired driving rates
Access and infrastructure
Essential services and care capacity that support long-term stability.
Sources: County Health Rankings + HRSA HPSA
Scoring framework
A composite index built for clarity and trust.
LifeRiskIQ is designed for comparison and context. Scores are relative, population-level signals that explain how geography shapes long-term risk exposure.
Relative scoring by geographic tierPopulation-level context onlyNo individual predictions or adviceTransparent sources and methodology
Normalize by geography
Each metric is normalized within its own tier so state and city risk scores stay comparable.
Blend risk factor scores
Five risk factor subscores roll into a single LifeRiskIQ Risk Score (0-100).
Explain tradeoffs
Narratives surface the strongest drivers and local tradeoffs.
Geographic coverage
City-level intelligence with careful normalization.
LifeRiskIQ covers every US state and maintains city profiles for places above 10,000 population. County layers add depth when data quality supports stable scoring. Each location profile includes a composite risk score, risk factor subscores, and source context to support state and city comparisons.
Launch coverage
All 50 states + DC with baseline risk score profiles.
Primary SEO surface
City profiles for US Census places with 10k+ population.
Expansion path
County-level layers added where data quality supports stable scoring.
Normalization
Scores compare only within the same geographic tier.
Scores are normalized within the same geographic tier to avoid misleading comparisons.
Coverage signals
State profiles, city directories, and risk factor scores update on a rolling basis as new public releases and RiskIQ datasets are added. Each location profile includes five risk factor subscores, a composite risk score, and data source context.
How to use LifeRiskIQ
A planning lens, not a prediction.
LifeRiskIQ helps you compare locations using consistent, population-level risk signals. Use it to understand how health, financial, environmental, mobility, and access factors combine in a place you live, work, or plan to move.
Scores are relative within each geographic tier and designed for comparison, not individual outcomes.
What LifeRiskIQ is not
- No medical diagnosis or treatment guidance.
- No actuarial or insurance underwriting output.
- No individual life expectancy prediction.
- No fear-based framing or messaging.
What LifeRiskIQ delivers
- Population-level risk indicators by location.
- State and city risk scores with clear factor drivers.
- Links to supporting RiskIQ verticals.
- Data-driven context for long-term planning.
Comparison depth
How to compare locations with more depth
Start with the overall score
Use the 0-100 score for a quick directional read, then validate with factor detail.
Check the spread across factors
Large gaps between highest and lowest factors usually signal concentrated risk pressure.
Compare only within the same tier
Keep city-to-city and state-to-state comparisons separate to avoid false precision.
Educational next steps
Explore trusted planning resources
Informational only. No forms, no lead capture, and no medical, financial, or actuarial advice.