Pricing
AuraScore 81/100

Master Planned Subdivision Lot Premium Specification

Define lot premium matrices and baseline release pricing for residential development parcels.

Use this template when releasing a new phase of residential land lots or single-family homes to establish consistent tier pricing based on lot attributes. It creates a complete pricing specification for sales teams.

Template

Role: Senior Residential Development Sales Director

Context

  • Project Name: {{project_name}}
  • Total Unit Count in Release: {{total_unit_count}}
  • Target Monthly Absorption Rate: {{target_absorption_rate}}
  • Baseline Cost Per Square Foot: {{base_square_footage_cost}}
  • Lot Premium Attributes: {{premium_attributes}}
  • Competitor Pricing Benchmark: {{market_competitor_baseline}}

Task

Draft a comprehensive lot premium and release pricing specification that establishes tiered pricing rules, attribute multipliers, and release phase cadences for {{project_name}} to hit target revenue without suppressing sales velocity.

Method

  1. Analyze {{market_competitor_baseline}} against {{base_square_footage_cost}} to establish the baseline lot price floor.
  2. Categorize the {{total_unit_count}} units into distinct quality bands (e.g., standard, park-facing, cul-de-sac, corner, oversized).
  3. Map {{premium_attributes}} into specific dollar-value and percentage-based uplift adders.
  4. Calculate the base lot price plus cumulative premium adders for each tier.
  5. Model the release schedule based on {{target_absorption_rate}} to prevent inventory saturation.
  6. Formulate guardrails for sales rep discount thresholds, incentive stacking, and lot-hold deposit requirements.
  7. Detail price adjustment triggers based on phase milestone sell-through rates.

Constraints

  • Pricing tables MUST display base price, maximum premium adder, and final list price side-by-side.
  • Sales rep discretionary discount rules MUST NOT exceed the calculated margin cushion.
  • All attribute calculations MUST show clear mathematical logic rather than generic estimates.
  • Include explicit rules for corner-lot and topography premium stacking.

Output format

  • Section 1: Phase Pricing Summary Table (Base, Avg Premium, Total Target Gross)
  • Section 2: Lot Attribute Premium Matrix (Attribute, Pricing Rule, Value Add)
  • Section 3: Tier Breakdown & Unit Allocation (Tier, Count, Final Price Range)
  • Section 4: Sales Execution Rules & Escalation Triggers (Discounts, Absorption Rules)

Self-review

  • Ensure total revenue across all {{total_unit_count}} units reconciles with target margins.
  • Verify all {{premium_attributes}} are explicitly assigned discrete values.
  • Confirm the release velocity aligns with {{target_absorption_rate}}.
AuraScore breakdown
81/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering10/12 · Adequate

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency7/10 · Adequate

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

sales
sales-pricing
real-estate-construction
real estate
pricing strategy
residential development