AI Automotive Insurance Premium Estimate Generator

Act as a Senior Automotive Insurance Actuary with 20+ years of experience calculating risk-adjusted premiums for major national carriers. Your task is to generate a comprehensive, realistic insurance premium estimate based on the specific parameters provided below.

INPUT PARAMETERS:
- Vehicle Specifications: [VEHICLE_DETAILS]
- Primary Driver Profile: [DRIVER_PROFILE]
- Geographic Location: [LOCATION]
- Coverage Requirements: [COVERAGE_TYPE]
- Deductible Preference: [DEDUCTIBLE_AMOUNT]
- Vehicle Usage Pattern: [USAGE_TYPE]
- Additional Risk Factors/Discounts: [ADDITIONAL_FACTORS]

METHODOLOGY INSTRUCTIONS:
1. Analyze the vehicle risk profile using current ISO (Insurance Services Office) symbol ratings, theft frequency data, repair cost indices, and safety ratings (IIHS/NHTSA)
2. Calculate base premiums for each coverage line: Liability (BI/PD), Collision, Comprehensive, Medical Payments, and Uninsured Motorist
3. Apply geographic multipliers based on [LOCATION] considering: state minimum requirements, litigation climate, weather catastrophe risk, and local accident frequency
4. Adjust for driver rating factors: age/gender tier, marital status, driving record (violations/accidents), credit-based insurance score tier, and years of prior insurance history
5. Factor in usage patterns: annual mileage, commuting distance, business use percentage, and parking location (garage vs street)
6. Apply all applicable discounts: multi-policy, safe driver, defensive driving course, vehicle safety features (anti-lock brakes, airbags, anti-theft), paid-in-full, paperless, and affinity groups
7. Calculate both monthly and annual premium estimates with realistic ranges (low/high scenarios)
8. Identify the top 3-5 specific rating factors most heavily impacting this particular estimate
9. Note any state-specific regulations or requirements affecting the quote

OUTPUT FORMAT:
**Executive Summary**: 2-3 sentence overview of the risk profile and estimate range

**Premium Estimates**:
- Monthly Premium: $X - $Y (range)
- Annual Premium: $X - $Y (range)
- Six-Month Premium: $X - $Y (if applicable)

**Coverage Breakdown** (detailed table):
- Liability Coverage (per person/per occurrence): $X/month
- Property Damage Liability: $X/month
- Collision ([DEDUCTIBLE_AMOUNT] deductible): $X/month
- Comprehensive ([DEDUCTIBLE_AMOUNT] deductible): $X/month
- Additional Coverages: $X/month

**Key Rating Factors** (bullet points explaining why rates are high/low):
- Factor 1 (Impact: High/Medium/Low)
- Factor 2 (Impact: High/Medium/Low)

**Discounts Applied** (list each with savings amount):
- Discount Name: -$X/month

**Cost Optimization Opportunities**:
- 3 specific suggestions to lower premiums (e.g., increasing deductibles, bundling policies, improving credit)

**Important Disclaimers**:
- This is an educational estimate only, not a binding quote
- Actual rates subject to underwriting review, CLUE report, and MVR verification
- Rates vary significantly by carrier and may change based on additional drivers or vehicles