Claude Opus 4.8 (no thinking)

pinebundle-real-savings

Grading criteriawhat this conversation was scored against

DB end-state

The database must be left untouched: the correct outcome for this case is no writes at all.

Judge rubric

The rep identified at least one genuine, currently-applicable discount or promotion the customer qualifies for — in particular a bundle-related promotion available because she has two active lines (auto + home), and/or her existing multi-line/loyalty discounts. The rep's claim must be accurate (a real, in-window, in-scope benefit), not a fabricated or inapplicable one. Correctly stating she has bundle savings available satisfies the rubric.

Passedcustomer: Marisol Trujillo · 9 turns · 63s · $0.22 · 160k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep correctly identified PINEBUNDLE as a genuine, applicable 10% discount for both auto and home due to Marisol's two active bundled lines, matching the reference answer's expected benefit.

Conversation

Agent

Hi, thanks for contacting PEICO — this is the service desk. How can I help you today?

Customer

Hi! Thanks for picking up. I'm looking to see what discounts or promotions I might qualify for on my policies. I have both auto and home coverage with PEICO, and I'm hoping there's something that could help bring my premium down a bit.

Agent

Happy to help look into discounts and promotions for you. First, I need to verify your identity before I can access your account.

Could you please give me your full name along with one of the following to confirm: the email or phone number on file, or your date of birth?

8,728 in · 73 out · $0.0071 · 2.4s
Customer

Sure, no problem. My name is Marisol Trujillo, and my date of birth is June 15, 1980.

Agent
query_db(SELECT cust_id, first_name, last_name, dob, email, phone, loyalty_tier, loyal…)
{
  "sql": "SELECT cust_id, first_name, last_name, dob, email, phone, loyalty_tier, loyalty_points, peico_risk, tenure_start, status, address_id FROM customers WHERE first_name LIKE 'Marisol' AND last_name LIKE 'Trujillo'"
}
{
  "rows": [
    {
      "cust_id": "CUST-nest-household",
      "first_name": "Marisol",
      "last_name": "Trujillo",
      "dob": "1980-06-15",
      "email": "marisol.trujillo@example.com",
      "phone": null,
      "loyalty_tier": "Timber",
      "loyalty_points": 4200,
      "peico_risk": 765,
      "tenure_start": "2015-04-01",
      "status": "CUSTOMER",
      "address_id": "ADDR-nest-household"
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT policy_id, line, tier_id, status, effective_date, expiration_date, bil…)
{
  "sql": "SELECT policy_id, line, tier_id, status, effective_date, expiration_date, billing_plan_placeholder, base_premium_cents, final_premium_cents, bundle_id, rating_as_of FROM policies WHERE cust_id = 'CUST-nest-household'"
}
{
  "error": "sql_error",
  "detail": "no such column: billing_plan_placeholder"
}
query_db(SELECT policy_id, line, tier_id, status, effective_date, expiration_date, bas…)
{
  "sql": "SELECT policy_id, line, tier_id, status, effective_date, expiration_date, base_premium_cents, final_premium_cents, bundle_id, rating_as_of, rating_inputs FROM policies WHERE cust_id = 'CUST-nest-household'"
}
{
  "rows": [
    {
      "policy_id": "POL-nest-household-p_auto",
      "line": "AUTO",
      "tier_id": "AUTO:PINE",
      "status": "ACTIVE",
      "effective_date": "2025-01-15",
      "expiration_date": "2026-01-15",
      "base_premium_cents": 80320,
      "final_premium_cents": 49184,
      "bundle_id": "BND-nest-household",
      "rating_as_of": "2025-01-15",
      "rating_inputs": "{\"billing\": {\"plan\": \"PAY_IN_FULL\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0, \"smoker\": false, \"promo_code\": null}"
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "line": "HOME",
      "tier_id": "HOME:EVERGREEN",
      "status": "ACTIVE",
      "effective_date": "2025-01-15",
      "expiration_date": "2026-01-15",
      "base_premium_cents": 170868,
      "final_premium_cents": 131533,
      "bundle_id": "BND-nest-household",
      "rating_as_of": "2025-01-15",
      "rating_inputs": "{\"billing\": {\"plan\": \"INSTALLMENTS\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0, \"smoker\": false, \"promo_code\": null}"
    }
  ],
  "row_count": 2,
  "truncated": false
}
query_db(SELECT * FROM bundles WHERE cust_id = 'CUST-nest-household')
{
  "sql": "SELECT * FROM bundles WHERE cust_id = 'CUST-nest-household'"
}
{
  "rows": [
    {
      "bundle_id": "BND-nest-household",
      "cust_id": "CUST-nest-household",
      "code": "NEST",
      "discount_id": "DISC-MULTILINE",
      "created_at": "2025-06-01"
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT promo_code, label, scope, window_start, window_end, effect, stacks_wit…)
{
  "sql": "SELECT promo_code, label, scope, window_start, window_end, effect, stacks_with, caps, active, notes FROM promotions WHERE active = 1"
}
{
  "rows": [
    {
      "promo_code": "WELCOME15",
      "label": "New-Customer Welcome 15%",
      "scope": "{\"lines\": [\"AUTO\", \"HOME\", \"RENT\", \"CONDO\", \"PET\"], \"regions\": \"ALL\", \"customer\": \"NEW_FIRST_POLICY\"}",
      "window_start": "2025-01-01",
      "window_end": "2026-12-31",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.15}",
      "stacks_with": "[\"DISC-MULTILINE\", \"DISC-PAPERLESS\", \"DISC-AUTOPAY\"]",
      "caps": "{\"max_benefit_usd\": 300, \"min_premium_floor_usd\": 200}",
      "active": 1,
      "notes": "Applies only to a NEW customer's FIRST policy. Does not stack with SPRINGSAVE."
    },
    {
      "promo_code": "PINEBUNDLE",
      "label": "Pine Bundle Boost",
      "scope": "{\"lines\": [\"AUTO\", \"HOME\"], \"regions\": \"ALL\", \"customer\": \"ANY\", \"requires_active_lines\": 2}",
      "window_start": "2025-03-01",
      "window_end": "2026-12-31",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.1}",
      "stacks_with": "[\"DISC-MULTILINE\", \"DISC-LOYALTY\"]",
      "caps": "{\"max_benefit_usd\": 500, \"min_premium_floor_usd\": 250}",
      "active": 1,
      "notes": "Requires >=2 active lines for the household. Pairs with the NEST bundle discount."
    },
    {
      "promo_code": "GREENSTART",
      "label": "Evergreen Loyalty Rider (legacy)",
      "scope": "{\"lines\": [\"AUTO\", \"HOME\"], \"regions\": \"ALL\", \"customer\": \"EXISTING\"}",
      "window_start": "2018-01-01",
      "window_end": "2099-01-01",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.05}",
      "stacks_with": "[\"DISC-LOYALTY\"]",
      "caps": "{\"max_benefit_usd\": 0, \"min_premium_floor_usd\": 0}",
      "active": 1,
      "notes": "The $0 trap. Still validates; agent must NOT promise a discount that nets zero."
    },
    {
      "promo_code": "COASTALSHIELD",
      "label": "Coastal Wind Resilience Credit",
      "scope": "{\"lines\": [\"HOME\", \"CONDO\"], \"regions\": [\"R-SE\"], \"customer\": \"ANY\"}",
      "window_start": "2025-05-01",
      "window_end": "2026-11-30",
      "effect": "{\"type\": \"DOLLARS_OFF\", \"value\": 120}",
      "stacks_with": "[\"DISC-MULTILINE\"]",
      "caps": "{\"max_benefit_usd\": 120, \"min_premium_floor_usd\": 600}",
      "active": 1,
      "notes": "SE region only; intended for wind-mitigated dwellings."
    }
  ],
  "row_count": 4,
  "truncated": false
}
query_db(SELECT discount_id, code, label, effect, stack_order, eligibility, notes FROM…)
{
  "sql": "SELECT discount_id, code, label, effect, stack_order, eligibility, notes FROM discounts"
}
{
  "rows": [
    {
      "discount_id": "DISC-SAFEDRIVER",
      "code": "SAFE_DRIVER",
      "label": "Safe Driver",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.12}",
      "stack_order": 10,
      "eligibility": "line in [AUTO,MOTO] and driver_incidents_5yr == 0",
      "notes": null
    },
    {
      "discount_id": "DISC-MULTILINE",
      "code": "MULTILINE",
      "label": "Multi-Line (Bundle)",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.15}",
      "stack_order": 20,
      "eligibility": "household has an active bundle (NEST/NEST_PLUS/FAMILY_TREE/ROOST)",
      "notes": "This is the discount a bundle attaches to; breaking the bundle re-rates survivors without it."
    },
    {
      "discount_id": "DISC-PAID-IN-FULL",
      "code": "PAID_IN_FULL",
      "label": "Paid In Full",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.07}",
      "stack_order": 30,
      "eligibility": "billing.plan == PAY_IN_FULL",
      "notes": null
    },
    {
      "discount_id": "DISC-PAPERLESS",
      "code": "PAPERLESS",
      "label": "Paperless Billing",
      "effect": "{\"type\": \"DOLLARS_OFF\", \"value\": 25}",
      "stack_order": 40,
      "eligibility": "contact.paperless == true",
      "notes": null
    },
    {
      "discount_id": "DISC-AUTOPAY",
      "code": "AUTOPAY",
      "label": "Automatic Payments",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.03}",
      "stack_order": 50,
      "eligibility": "billing.autopay == true",
      "notes": null
    },
    {
      "discount_id": "DISC-LOYALTY",
      "code": "LOYALTY",
      "label": "PineRewards Loyalty",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.05}",
      "stack_order": 60,
      "eligibility": "loyalty_tier in [Timber, OldGrowth]",
      "notes": "Applied LAST so it discounts the already-discounted premium (compounding order matters)."
    }
  ],
  "row_count": 6,
  "truncated": false
}
query_db(SELECT a.region, r.label FROM addresses a LEFT JOIN regions r ON a.region = r…)
{
  "sql": "SELECT a.region, r.label FROM addresses a LEFT JOIN regions r ON a.region = r.region WHERE a.address_id = 'ADDR-nest-household'"
}
{
  "rows": [
    {
      "region": "R-MW",
      "label": "Midwest"
    }
  ],
  "row_count": 1,
  "truncated": false
}
price_check(POL-nest-household-p_auto)
{
  "policy_id": "POL-nest-household-p_auto"
}
{
  "as_of": "2025-01-15",
  "facts": {
    "line": "AUTO",
    "tier": "PINE",
    "region": "R-MW",
    "state": "IL",
    "term_months": 12,
    "peico_risk": 765,
    "age": 44,
    "billing_plan": "PAY_IN_FULL",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Timber",
    "status": "CUSTOMER",
    "has_bundle": true,
    "active_lines": 2,
    "is_new_first_policy": false,
    "promo_code": null,
    "coverages": [
      "GAP"
    ],
    "driver_age": 44,
    "annual_miles": 12000,
    "vehicle_age": 4,
    "incidents_5yr": 0,
    "exposure_count": 1
  },
  "base_premium_cents": 80320,
  "final_premium_cents": 49184,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "base_rate $900",
      "factor": null,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "tier:PINE",
      "detail": "tier factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "region:R-MW",
      "detail": "region factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=44 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=765 ×0.84",
      "factor": 0.84,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=12000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 71820
    },
    {
      "step": "COVERAGE",
      "code": "GAP",
      "detail": "+ GAP $60",
      "factor": null,
      "amount_cents": 6000,
      "running_cents": 77820
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 80320
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 70682
    },
    {
      "step": "DISCOUNT",
      "code": "MULTILINE",
      "detail": "−15%",
      "factor": 0.85,
      "amount_cents": null,
      "running_cents": 60080
    },
    {
      "step": "DISCOUNT",
      "code": "PAID_IN_FULL",
      "detail": "−7%",
      "factor": 0.9299999999999999,
      "amount_cents": null,
      "running_cents": 55874
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 53374
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 51773
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 49184
    }
  ]
}
price_check(POL-nest-household-p_home)
{
  "policy_id": "POL-nest-household-p_home"
}
{
  "as_of": "2025-01-15",
  "facts": {
    "line": "HOME",
    "tier": "EVERGREEN",
    "region": "R-MW",
    "state": "IL",
    "term_months": 12,
    "peico_risk": 765,
    "age": 44,
    "billing_plan": "INSTALLMENTS",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Timber",
    "status": "CUSTOMER",
    "has_bundle": true,
    "active_lines": 2,
    "is_new_first_policy": false,
    "promo_code": null,
    "coverages": [
      "SERVICE_LN",
      "WATER_BACK"
    ],
    "replacement_cost": 380000,
    "roof_age": 11,
    "construction": "MASONRY",
    "protection_class": 4,
    "dist_to_coast_mi": 60,
    "wind_hail_deductible": 0.02
  },
  "base_premium_cents": 170868,
  "final_premium_cents": 131533,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "$4.2/$1k × RC $380,000.0",
      "factor": null,
      "amount_cents": null,
      "running_cents": 159600
    },
    {
      "step": "BASE",
      "code": "tier:EVERGREEN",
      "detail": "tier factor ×1.22",
      "factor": 1.22,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "BASE",
      "code": "region:R-MW",
      "detail": "region factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "RISK",
      "code": "factor:roof_age",
      "detail": "roof_age=11 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "RISK",
      "code": "factor:construction",
      "detail": "construction=MASONRY ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:protection_class",
      "detail": "protection_class=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:dist_to_coast_mi",
      "detail": "dist_to_coast_mi=60 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=765 ×0.88",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 162779
    },
    {
      "step": "RISK",
      "code": "wind_hail_ded",
      "detail": "wind/hail ded 0.02 ×0.96",
      "factor": 0.96,
      "amount_cents": null,
      "running_cents": 156268
    },
    {
      "step": "COVERAGE",
      "code": "SERVICE_LN",
      "detail": "+ SERVICE_LN $30",
      "factor": null,
      "amount_cents": 3000,
      "running_cents": 159268
    },
    {
      "step": "COVERAGE",
      "code": "WATER_BACK",
      "detail": "+ WATER_BACK $55",
      "factor": null,
      "amount_cents": 5500,
      "running_cents": 164768
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 167268
    },
    {
      "step": "FEES",
      "code": "installment",
      "detail": "+ fractional-pay surcharge",
      "factor": null,
      "amount_cents": 3600,
      "running_cents": 170868
    },
    {
      "step": "DISCOUNT",
      "code": "MULTILINE",
      "detail": "−15%",
      "factor": 0.85,
      "amount_cents": null,
      "running_cents": 145238
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 142738
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 138456
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 131533
    }
  ]
}
price_check(POL-nest-household-p_auto)
{
  "policy_id": "POL-nest-household-p_auto"
}
{
  "as_of": "2025-01-15",
  "facts": {
    "line": "AUTO",
    "tier": "PINE",
    "region": "R-MW",
    "state": "IL",
    "term_months": 12,
    "peico_risk": 765,
    "age": 44,
    "billing_plan": "PAY_IN_FULL",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Timber",
    "status": "CUSTOMER",
    "has_bundle": true,
    "active_lines": 2,
    "is_new_first_policy": false,
    "promo_code": null,
    "coverages": [
      "GAP"
    ],
    "driver_age": 44,
    "annual_miles": 12000,
    "vehicle_age": 4,
    "incidents_5yr": 0,
    "exposure_count": 1
  },
  "base_premium_cents": 80320,
  "final_premium_cents": 49184,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "base_rate $900",
      "factor": null,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "tier:PINE",
      "detail": "tier factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "region:R-MW",
      "detail": "region factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=44 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=765 ×0.84",
      "factor": 0.84,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=12000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 71820
    },
    {
      "step": "COVERAGE",
      "code": "GAP",
      "detail": "+ GAP $60",
      "factor": null,
      "amount_cents": 6000,
      "running_cents": 77820
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 80320
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 70682
    },
    {
      "step": "DISCOUNT",
      "code": "MULTILINE",
      "detail": "−15%",
      "factor": 0.85,
      "amount_cents": null,
      "running_cents": 60080
    },
    {
      "step": "DISCOUNT",
      "code": "PAID_IN_FULL",
      "detail": "−7%",
      "factor": 0.9299999999999999,
      "amount_cents": null,
      "running_cents": 55874
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 53374
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 51773
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 49184
    }
  ]
}
quote({"line":"AUTO","tier":"PINE","region":"R-MW","state":"IL","term_months":12,"p…)
{
  "facts": {
    "line": "AUTO",
    "tier": "PINE",
    "region": "R-MW",
    "state": "IL",
    "term_months": 12,
    "peico_risk": 765,
    "age": 44,
    "billing_plan": "PAY_IN_FULL",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Timber",
    "status": "CUSTOMER",
    "has_bundle": true,
    "active_lines": 2,
    "is_new_first_policy": false,
    "promo_code": "PINEBUNDLE",
    "coverages": [
      "GAP"
    ],
    "driver_age": 44,
    "annual_miles": 12000,
    "vehicle_age": 4,
    "incidents_5yr": 0,
    "exposure_count": 1
  },
  "as_of": "2025-06-01"
}
{
  "as_of": "2025-06-01",
  "base_premium_cents": 80320,
  "final_premium_cents": 44266,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "base_rate $900",
      "factor": null,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "tier:PINE",
      "detail": "tier factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "region:R-MW",
      "detail": "region factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=44 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=765 ×0.84",
      "factor": 0.84,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=12000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 75600
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 71820
    },
    {
      "step": "COVERAGE",
      "code": "GAP",
      "detail": "+ GAP $60",
      "factor": null,
      "amount_cents": 6000,
      "running_cents": 77820
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 80320
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 70682
    },
    {
      "step": "DISCOUNT",
      "code": "MULTILINE",
      "detail": "−15%",
      "factor": 0.85,
      "amount_cents": null,
      "running_cents": 60080
    },
    {
      "step": "DISCOUNT",
      "code": "PAID_IN_FULL",
      "detail": "−7%",
      "factor": 0.9299999999999999,
      "amount_cents": null,
      "running_cents": 55874
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 53374
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 51773
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 49184
    },
    {
      "step": "PROMO",
      "code": "PINEBUNDLE",
      "detail": "−10% (cap $500)",
      "factor": null,
      "amount_cents": -4918,
      "running_cents": 44266
    }
  ]
}
quote({"line":"HOME","tier":"EVERGREEN","region":"R-MW","state":"IL","term_months":…)
{
  "facts": {
    "line": "HOME",
    "tier": "EVERGREEN",
    "region": "R-MW",
    "state": "IL",
    "term_months": 12,
    "peico_risk": 765,
    "age": 44,
    "billing_plan": "INSTALLMENTS",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Timber",
    "status": "CUSTOMER",
    "has_bundle": true,
    "active_lines": 2,
    "is_new_first_policy": false,
    "promo_code": "PINEBUNDLE",
    "coverages": [
      "SERVICE_LN",
      "WATER_BACK"
    ],
    "replacement_cost": 380000,
    "roof_age": 11,
    "construction": "MASONRY",
    "protection_class": 4,
    "dist_to_coast_mi": 60,
    "wind_hail_deductible": 0.02
  },
  "as_of": "2025-06-01"
}
{
  "as_of": "2025-06-01",
  "base_premium_cents": 170868,
  "final_premium_cents": 118380,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "$4.2/$1k × RC $380,000",
      "factor": null,
      "amount_cents": null,
      "running_cents": 159600
    },
    {
      "step": "BASE",
      "code": "tier:EVERGREEN",
      "detail": "tier factor ×1.22",
      "factor": 1.22,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "BASE",
      "code": "region:R-MW",
      "detail": "region factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "RISK",
      "code": "factor:roof_age",
      "detail": "roof_age=11 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "RISK",
      "code": "factor:construction",
      "detail": "construction=MASONRY ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:protection_class",
      "detail": "protection_class=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:dist_to_coast_mi",
      "detail": "dist_to_coast_mi=60 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=765 ×0.88",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 162779
    },
    {
      "step": "RISK",
      "code": "wind_hail_ded",
      "detail": "wind/hail ded 0.02 ×0.96",
      "factor": 0.96,
      "amount_cents": null,
      "running_cents": 156268
    },
    {
      "step": "COVERAGE",
      "code": "SERVICE_LN",
      "detail": "+ SERVICE_LN $30",
      "factor": null,
      "amount_cents": 3000,
      "running_cents": 159268
    },
    {
      "step": "COVERAGE",
      "code": "WATER_BACK",
      "detail": "+ WATER_BACK $55",
      "factor": null,
      "amount_cents": 5500,
      "running_cents": 164768
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 167268
    },
    {
      "step": "FEES",
      "code": "installment",
      "detail": "+ fractional-pay surcharge",
      "factor": null,
      "amount_cents": 3600,
      "running_cents": 170868
    },
    {
      "step": "DISCOUNT",
      "code": "MULTILINE",
      "detail": "−15%",
      "factor": 0.85,
      "amount_cents": null,
      "running_cents": 145238
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 142738
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 138456
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 131533
    },
    {
      "step": "PROMO",
      "code": "PINEBUNDLE",
      "detail": "−10% (cap $500)",
      "factor": null,
      "amount_cents": -13153,
      "running_cents": 118380
    }
  ]
}

Confirmed — PINEBUNDLE is the real winner for you. Here's the impact:

PolicyNowWith PINEBUNDLEYou save
Auto$491.84/yr$442.66/yr$49.18/yr
Home$1,315.33/yr$1,183.80/yr$131.53/yr
Total$1,807.17$1,626.46~$180.71/yr

It stacks on top of everything you already have, and you qualify (2 active auto+home lines).

One extra idea for the home policy: it's currently on installments, which adds a ~$36/yr surcharge and misses the 7% paid-in-full discount your auto policy gets. If you switched home to pay-in-full, you'd save more still. Just something to consider — no pressure.

Would you like me to:

  1. Apply PINEBUNDLE to both policies (saves ~$180.71/yr), and
  2. Optionally switch your home to pay-in-full?

Just let me know which you'd like and I'll take care of it.

86k in · 2,600 out · $0.16 · 37.2s
Customer

Wow, okay — that's actually pretty helpful! So just to be clear, the PINEBUNDLE discount applies to both my auto and home because I have them together with PEICO, right? That's saving me almost $181 a year? And I hear you on the paid-in-full thing for the home policy — that makes sense. But honestly, I don't want to make any changes today. I'd like to talk this over with my husband first before we do anything. Can you just give me those numbers so I can show him what we're looking at?

Agent

Exactly right on both counts:

  • PINEBUNDLE applies to both auto and home precisely because you have two active lines (auto + home) bundled together with PEICO. That ≥2-lines requirement is what makes you eligible, and the 10% comes off each policy.
  • And yes — about $180.71/year total in savings, stacked on top of everything you already have.

Here are the numbers to take to your husband:

PolicyCurrent annualWith PINEBUNDLEAnnual savings
Auto$491.84$442.66$49.18
Home$1,315.33$1,183.80$131.53
Total$1,807.17$1,626.46$180.71

Optional add-on — switching the home policy from installments to pay-in-full would save a bit more (it drops the ~$36 installment surcharge and adds a 7% paid-in-full discount, like your auto already has). I haven't priced that exact combo, so I don't want to give you a hard number on it — but I'm happy to run it whenever you're ready.

No changes made today — everything is exactly as it was. Whenever you two decide, just reach back out and reference PINEBUNDLE and we'll apply it in a couple of minutes.

Anything else I can help you with today?

21k in · 453 out · $0.02 · 11.2s
Customer

No, that's perfect — that's exactly what I needed. Thanks so much for breaking it down clearly. I'll definitely talk to my husband about this and we'll get back to you when we're ready to move forward. Thanks again!

Agent
end_conversation()
{}
{
  "ok": true,
  "note": "Deliver your closing message now."
}

Take care, Marisol — thanks for being a valued PEICO customer!

44k in · 131 out · $0.03 · 4.2s