comp-crusher

Scrape Redfin and Zillow comps via Firecrawl to generate 3-tier pricing strategies and seller net sheets.

Updated Jul 22, 2025
One-click install
npx skills add https://github.com/MichaelSolati/mkai --skill comp-crusher
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: comp-crusher
Source: https://github.com/MichaelSolati/mkai/tree/main/profiles/real-estate/skills/comp-crusher
Command: npx skills add https://github.com/MichaelSolati/mkai --skill comp-crusher

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Real estate agents waste hours manually pulling comparable sales, adjusting for property differences, and building defensible pricing strategies and seller net sheets for listing appointments, with high risk of error or inconsistent data that undermines their credibility with sellers.

Core Features & Use Cases

  • Live Comp Data Pulling: Scrapes recent comparable sales from Redfin and Zillow via Firecrawl, with built-in validation to avoid incorrect property matches.
  • Transparent Adjustment Framework: Applies area-calibrated adjustments for property size, condition, age, and features, with full calculation breakdowns for agent use in seller conversations.
  • 3-Tier Pricing Strategy: Generates aggressive, market, and aspirational price points with estimated days on market and risk assessments tailored to seller needs.
  • Seller Net Sheet Generation: Builds accurate net proceeds estimates for each pricing tier, including commissions, closing costs, and mortgage payoffs, with area-specific cost calibration via Perplexity.
  • Market Context Integration: Pulls current market data (inventory, average days on market, absorption rate) to support pricing recommendations, with caching to avoid redundant queries.
  • Use Case: For a listing appointment for a 4-bedroom home in Dallas, use this skill to pull 10+ recent comps, adjust for the subject's updated kitchen and larger lot, and present a data-backed pricing strategy and net sheet to the seller in minutes.

Quick Start

Use the comp-crusher skill to pull comparable sales, build a pricing strategy, and generate a seller net sheet for the property at 4821 Cedar Ln, Dallas TX 75214.

Frequently Asked Questions about comp-crusher

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a real estate pricing strategy and seller net sheet from comparable sales?

A real estate CMA automates pulling live comparable sales from Redfin and Zillow, applies standardized adjustments for size and condition, and outputs 3-tier pricing strategies with seller net sheets to build defensible listing presentations.

How do comparable sales adjustments work for property valuation?

Comparable sales adjustments work by applying area-calibrated frameworks to account for differences in property size, condition, age, and features. The system pulls market context via Perplexity to calibrate specific adjustments and provides full calculation breakdowns for seller conversations.

Can I pull live comparable sales data from Redfin and Zillow for a property valuation?

Yes, you can pull live comparable sales data from Redfin and Zillow via Firecrawl scraping. The system includes built-in validation to avoid incorrect property matches and caches market context queries to prevent redundant scraping.

What is a 3-tier pricing strategy for real estate listing appointments?

A 3-tier pricing strategy generates aggressive, market, and aspirational price points for a property. Each tier includes estimated days on market and risk assessments tailored to seller needs, supported by live comparable sales and current market context.

Does the seller net sheet include closing costs and mortgage payoffs?

Yes, the seller net sheet includes accurate net proceeds estimates for each pricing tier, factoring in commissions, closing costs, and mortgage payoffs. It uses Perplexity to calibrate area-specific costs and builds estimates directly from the generated pricing strategy.

What data do I need for an automated real estate comparative market analysis?

You only need the subject property address to start an automated comparative market analysis. The system scrapes live comparable sales from Redfin and Zillow, pulls current market data like inventory and absorption rates, and saves the full analysis to client files for future use.