Risk Scoring Methodology
How We Score Site Risk
Every Risk Runners report uses the COPE framework — adapted from the insurance industry for residential construction. Each risk factor is scored 0-100 based on real government data. Lower scores mean lower risk.
Scoring Overview
Our composite risk score combines four COPE categories with industry-standard weightings:
The composite score (0-100) represents overall site risk. Scores below 25 indicate low risk with standard construction costs. Scores 25-50 suggest moderate risk with 5-15% cost adjustments. Scores above 50 indicate elevated risk requiring specialized engineering or materials.
Occupancy — Zoning & ADU Eligibility
The Occupancy score evaluates whether the site's zoning and regulatory environment supports the intended use — particularly ADU (Accessory Dwelling Unit) construction.
Data Sources
- Maricopa County GIS — parcel zoning designation, lot size, existing structures
- Jurisdiction-specific rules — ADU ordinances for Phoenix, Scottsdale, Tempe, Mesa, Tucson, Cave Creek, and Maricopa County
What the Score Means
| Score | Level | What It Means |
|---|---|---|
| 0-25 | Favorable | ADU allowed by right. Zoning is residential, lot meets minimum size. Straightforward permitting. |
| 26-50 | Moderate | ADU may be allowed with conditions. Owner occupancy may be required, or lot is near minimum thresholds. |
| 51-75 | Restricted | Zoning restricts ADU or requires variances. Non-standard lot configuration. |
| 76-100 | Not Eligible | ADU not permitted under current zoning. Commercial or industrial designation. |
Regulatory Context
Arizona HB 2720 (signed May 2024) requires cities over 75,000 population to allow ADUs by right on single-family lots. HB 2928 (signed May 2025) extends this to counties statewide. These laws limit HOA ability to prohibit ADUs and set maximum regulatory requirements jurisdictions can impose.
Each jurisdiction has specific requirements for setbacks, maximum ADU size, parking, and utility connections. Our permit checklist reflects the current rules for each city.
Construction — Soil & Foundation Risk
The Construction score evaluates subsurface conditions that affect foundation design, excavation costs, and material selection.
Data Source
USDA Soil Data Access (SSURGO) — the national soil survey database maintained by the Natural Resources Conservation Service. Provides engineering-grade soil property data at parcel-level resolution.
Factors Scored
- Caliche likelihood — calcium carbonate hardpan common in Arizona desert soils. Increases excavation costs significantly when present at shallow depths.
- Shrink-swell potential — expansive clay content that causes foundation movement. Measured by the coefficient of linear extensibility (COLE).
- Depth to bedrock — shallow bedrock (<40 inches) requires specialized excavation equipment.
- Corrosion risk — soil chemistry that accelerates degradation of steel reinforcement or concrete. Affects material selection and protective coatings.
- Drainage class — how quickly water moves through the soil. Poor drainage increases foundation moisture risk.
| Score | Level | What It Means |
|---|---|---|
| 0-25 | Low Risk | Sandy loam or well-drained soils. Standard foundation design. No unusual excavation challenges. |
| 26-50 | Moderate Risk | Some caliche or moderate shrink-swell. Budget 5-10% above standard for foundation engineering. |
| 51-75 | Elevated Risk | Significant caliche, high shrink-swell, or shallow bedrock. Engineered foundation required. Budget 10-20% above standard. |
| 76-100 | High Risk | Severe soil conditions. Deep caliche, very high expansive clay, or corrosive soil chemistry. Specialized geotechnical investigation recommended. |
Protection — Fire Services
The Protection score estimates the ISO Protection Class based on proximity to fire services. Protection Class directly affects property insurance premiums — lower classes mean lower rates.
Data Source
OpenStreetMap Overpass API — fire station locations and fire hydrant positions within a 10-mile radius of the property. We calculate straight-line distances and estimate the Protection Class.
How Protection Class Is Estimated
- PC 1-4 — Fire station within 5 miles AND hydrant within 1,000 feet. Excellent fire protection.
- PC 5-6 — Fire station within 5 miles, hydrant within 1,000 feet but limited water supply indicators.
- PC 7-8 — Fire station within 5 miles but no hydrant within 1,000 feet.
- PC 9 — Fire station within 5 miles but no nearby hydrant infrastructure.
- PC 10 — More than 5 miles from nearest fire station. Unprotected for insurance purposes.
| Score | Level | What It Means |
|---|---|---|
| 0-25 | Well Protected | PC 1-4. Fire station and hydrant nearby. Standard insurance rates. No fire-resistance premium. |
| 26-50 | Adequate | PC 5-6. Reasonable fire protection. Moderate insurance impact. |
| 51-75 | Limited | PC 7-8. Limited fire infrastructure. Higher insurance premiums. Consider fire-resistant materials. |
| 76-100 | Unprotected | PC 9-10. Remote from fire services. Significant insurance premium impact. Fire-resistant construction strongly recommended. |
Note: Our Protection Class is an approximation based on publicly available location data. The official ISO/PPC rating requires a subscription and may differ. Contact your insurance broker for the official rating.
Exposure — Flood Zone
Flood zone designation determines whether flood insurance is required and significantly impacts both construction costs and ongoing operating expenses.
Data Source
FEMA National Flood Hazard Layer (NFHL) — the official flood map used by lenders and insurers. Queried via ArcGIS REST services for the exact parcel location.
Zone Designations
- Zone X (Minimal) — Outside the 500-year floodplain. No flood insurance required by lenders.
- Zone X (Moderate) — Between the 100-year and 500-year floodplain. Insurance recommended but not required.
- Zone A / AE — Within the 100-year (1% annual chance) floodplain. Flood insurance required for federally-backed mortgages. Base Flood Elevation (BFE) determines minimum finished floor height.
- Zone AH / AO — Shallow flooding areas. Special drainage and elevation requirements.
- Zone V / VE — Coastal high-velocity flood zones. Strictest building requirements.
| Score | Level | What It Means |
|---|---|---|
| 0-25 | Minimal | Zone X (minimal risk). No flood insurance required. Standard construction. |
| 26-50 | Low-Moderate | Zone X (moderate) or fringe areas. Insurance recommended. Minor elevation considerations. |
| 51-75 | High | Zone A/AE. Flood insurance required. Elevated construction may be needed. Budget for Base Flood Elevation compliance. |
| 76-100 | Very High | Zone AE with deep BFE, or Zone V. Significant construction modifications and mandatory insurance. Major cost impact. |
Exposure — Wildfire Risk
Wildfire risk assessment identifies properties in or near the Wildland-Urban Interface (WUI) where structures face elevated fire exposure from surrounding vegetation.
Data Source
USFS Wildfire Hazard Potential (WHP) — a nationwide raster dataset from the US Forest Service that classifies wildfire risk to potential structures based on vegetation, topography, and fire weather patterns.
| Score | Level | What It Means |
|---|---|---|
| 0-25 | Very Low / Low | Urban or irrigated area. Minimal vegetation fuel load. Standard construction materials appropriate. |
| 26-50 | Moderate | Some WUI exposure. Defensible space recommended. Consider fire-resistant exterior materials. |
| 51-75 | High | WUI zone. Defensible space required. Fire-resistant roofing, siding, and ember-resistant vents recommended. May affect insurance availability. |
| 76-100 | Very High | High WUI exposure. Mandatory defensible space. Fire-resistant construction required. Limited insurance options. Significant premium impact. |
Defensible Space
Arizona requires defensible space zones around structures in wildfire-prone areas: Zone 1 (0-10 ft) should be non-combustible, Zone 2 (10-30 ft) should have reduced fuel, and Zone 3 (30-100 ft) should have thinned vegetation. These requirements affect landscaping costs and ongoing maintenance.
Exposure — Seismic Hazard
Seismic hazard assessment determines the earthquake design requirements for new construction based on the site's Peak Ground Acceleration (PGA) values.
Data Source
USGS National Seismic Hazard Model (NSHMP) — probabilistic seismic hazard analysis for any location in the US. We use the 2% in 50 year exceedance probability (standard for building codes).
Seismic Design Categories
- SDC A — Very low seismic risk. Standard construction. Most of eastern Arizona.
- SDC B — Low seismic risk. Minor additional reinforcement. Most of the Phoenix metro area.
- SDC C — Moderate seismic risk. Specific structural detailing required.
- SDC D-F — High seismic risk. Significant structural engineering requirements. Rare in Arizona.
| Score | Level | What It Means |
|---|---|---|
| 0-25 | Very Low | PGA < 0.05g. SDC A-B. Standard construction. No seismic premium. |
| 26-50 | Low-Moderate | PGA 0.05-0.15g. SDC B-C. Minor structural considerations. Minimal cost impact. |
| 51-75 | Moderate | PGA 0.15-0.30g. SDC C-D. Engineered lateral force resistance required. 5-10% structural premium. |
| 76-100 | High | PGA > 0.30g. SDC D+. Significant seismic engineering. Specialized foundations and framing. 15-25% structural premium. |
Arizona context: Most of the Phoenix metro area falls in SDC B with PGA values around 0.05-0.10g — relatively low seismic risk compared to California. However, areas near the Mogollon Rim and northern Arizona can see higher values.
Composite Risk Score
The composite score is a weighted average of all COPE category scores:
Exposure is itself a composite of flood, wildfire, and seismic sub-scores, weighted by the relative hazard severity at the specific location.
Using the Composite Score
| Score | Level | What It Means |
|---|---|---|
| 0-25 | Low Risk | Standard construction approach. No unusual cost drivers. Budget at baseline estimates. |
| 26-50 | Moderate Risk | Some site-specific factors to address. Budget 5-15% above baseline for foundation, materials, or insurance. |
| 51-75 | Elevated Risk | Multiple risk factors present. Professional geotechnical or environmental assessment recommended. Budget 15-30% above baseline. |
| 76-100 | High Risk | Significant site challenges. Specialized engineering required. Insurance may be difficult to obtain at standard rates. Full professional assessment essential. |
Data Sources & Limitations
All data comes from publicly available government APIs. No proprietary or paid data sources are used in Phase 0.
| Source | Update Frequency | Limitation |
|---|---|---|
| Census Geocoder | Continuous | May not recognize very new addresses |
| Maricopa County GIS | Quarterly | Maricopa County only; other counties have different systems |
| USDA SSURGO | Annual | Map unit level (not parcel-specific); does not replace geotechnical boring |
| FEMA NFHL | Varies by panel | Some panels are outdated; does not capture localized drainage issues |
| USFS WHP | ~5 years | Raster resolution may miss micro-site conditions |
| USGS NSHMP | ~6 years | Probabilistic model; does not predict individual earthquakes |
| OpenStreetMap | Community-maintained | Fire station/hydrant data may be incomplete in rural areas |