Methodology
Complete technical documentation of OptimalCover's pricing reference methodology.
Data Sources
OptimalCover's pricing references are derived from actuarially validated claim-cost reserve data and independent actuarial analysis, with public insurance disclosures used where available.
- •Public Insurance Disclosures (where available)
Public disclosures and filings available in certain jurisdictions. These sources may be used to validate actuarial assumptions when available, but are not required.
- •NAIC Annual Statements
National Association of Insurance Commissioners data on claims experience and expense ratios for regulated programs covering vehicle mechanical breakdown.
- •Repair Cost Indices
Industry repair cost data by vehicle make, model, and component category.
Actuarial Normalization
Actuarial assumptions and cost structures vary by program, jurisdiction, and risk profile. Our normalization process:
- 1.Standardizes actuarial claim-cost assumptions to a consistent baseline
- 2.Normalizes expense and administrative cost structures across programs
- 3.Accounts for differences in coverage terms, mileage limits, and service scope
- 4.Ensures comparability across vehicles, programs, and jurisdictions
Vehicle Risk Classes
Vehicles are classified into risk tiers based on expected claim costs:
Class A (Lowest Risk)
High-reliability mainstream vehicles with accessible parts and low repair complexity.
Class B (Standard Risk)
Typical domestic and import vehicles with average repair profiles.
Class C (Elevated Risk)
Entry luxury, performance variants, and vehicles with specialized components.
Class D (Highest Risk)
Luxury, exotic, and high-performance vehicles with expensive parts and specialized labor requirements.
Class assignments consider brand repair cost indices, parts availability, diagnostic complexity, and historical claims data.
Term & Mileage Modeling
Coverage duration and mileage limits directly impact pricing through:
- •Exposure period: Longer terms increase the probability of component failure
- •Mileage accumulation: Higher annual mileage accelerates wear-related failures
- •Inception mileage: Vehicles starting coverage at higher odometer readings have elevated risk profiles
Our models use actuarial failure curves calibrated to each risk class.
Deductible Handling
Reference ranges are published on a $100 deductible basis as this represents the most common configuration.
Alternative deductible levels affect pricing as follows:
- •$0 deductible: Typically 30-35% rate increase
- •$250 deductible: Typically 10-15% rate reduction
These adjustments reflect claim frequency impacts and do not change the underlying reference framework.
Limitations
- •Reference ranges are informational and do not constitute quotes or offers
- •Reference pricing evaluates market pricing relative to coverage scope and cost structure. It does not represent an audit of insurer or administrator financial adequacy
- •Actual product pricing depends on specific contract terms and underwriting factors
- •High-mileage vehicles (>100,000 miles) may fall outside standard modeling assumptions
- •Exotic and ultra-luxury vehicles require specialized assessment
- •Commercial use vehicles are excluded from standard references