Prompt Details
Model
Chat - (gpt-6-luna)
Token size
453
Example input
[Trade Specialty and Service Scope]: Residential HVAC Heating & Cooling Full System Replacement
[Property Details and Existing Issues]: 2,400 sq ft two-story colonial home built in 1998; existing 10 SEER split heat pump with grounded compressor and R-22 refrigerant leaks; persistent humidity and uneven cooling on upper level
[Equipment Tiers and Material Options]: Good: 14.3 SEER2 single-stage heat pump with standard digital thermostat; Better: 16 SEER2 two-stage heat pump with programmable smart thermostat and enhanced filtration; Best: 18+ SEER2 variable-speed inverter heat pump with automated dual-zone dampers and whole-home UV air purification
[Target Pricing and Financing Terms]: Good: $8,900 cash ($129/mo at 9.99% for 96 mos); Better: $12,400 cash ($179/mo) with $600 utility rebate; Best: $16,800 cash ($239/mo) with $2,000 federal tax credit and $800 local utility rebate
Example output
### Comparative Tiered Scope Matrix
| Feature & Scope Area | Good: Essential Restoration | Better: High-Efficiency Comfort | Best: Ultimate Whole-Home Climate |
| --- | --- | --- | --- |
| System Architecture | 14.3 SEER2 Single-Stage Heat Pump | 16.0 SEER2 Two-Stage System | 18.5 SEER2 Variable-Speed Inverter |
| Airflow & Distribution | Standard Multi-Speed Blower | Variable-Speed ECM Motor | Intelligent Modulating Dual-Zone Dampers |
| Air Quality Management | 1-Inch Standard Pleated Filter | 4-Inch High-Efficiency Media Cabinet | Integrated UV-C & Photocatalytic Purifier |
| Warranty Protection | 10-Yr Compressor / 1-Yr Labor | 10-Yr Parts & Compressor / 5-Yr Labor | 10-Yr Parts / 10-Yr Labor / Lifetime Unit |
### Homeowner Value Proposal Narrative
* **Good (Essential Restoration):** Solves your immediate cooling outage with modern, code-compliant equipment. It restores consistent primary airflow while eliminating expensive, phased-out R-22 refrigerant recharge costs.
* **Better (High-Efficiency Comfort):** Solves temperature stratification between floors by running longer cycles on low stage, cutting summer humidity and reducing utility spend by up to 22%.
* **Best (Ultimate Whole-Home Climate):** Eliminates upper-floor hot spots through precision dual-zone control and variable-speed modulation, running as quietly as a whisper while destroying airborne allergens and mold spores.
### Financial Investment & Flexible Terms Schedule
* **Good Tier:** $8,900 estimated cash investment (or ~$129/month via 96-month financing model at 9.99% APR).
* **Better Tier:** $12,400 gross investment; net cost ~$11,800 after eligible $600 local utility rebate (~$179/month).
* **Best Tier:** $16,800 gross investment; net cost ~$14,000 after $2,000 federal energy efficiency tax credit and $800 utility rebate (~$239/month). Estimated annual electrical savings: $420–$550.
### Homeowner Closing & Decision Framework
* **Choose Good if:** You are preparing the property for resale within 24 months and require a compliant, certified operational system with baseline manufacturer warranties.
* **Choose Better if:** You intend to stay in the home for 3–7 years and prioritize lower monthly cooling bills, balanced room temperatures, and low system sound.
* **Choose Best if:** This is your long-term primary residence, second-floor comfort is a daily issue, and you want maximum indoor air quality with comprehensive ten-year parts and labor coverage.
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GPT-6-LUNA
Convert standard contractor estimates into high-converting Good-Better-Best tiered proposals that expand ticket size and improve closing ratios. Built for residential contractors, trade business owners, and field estimators across HVAC, plumbing, electrical, and roofing sectors. Generates a comparative scope matrix, customer value narrative, flexible investment breakdown, and homeowner closing decision guide.
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