Our Methodology: The Data-Driven Process Behind Our HVAC Rankings
We don't just summarize star ratings. We use our proprietary Wimgo Signal Analyzer AI and a rigorous expert review process to score contractors on over 30 critical factors. This document details the most objective and comprehensive HVAC ranking methodology you will find.
Multi-Source Data Ingestion & Triangulation
Our comprehensive methodology ensures accuracy by cross-referencing multiple independent data sources
How the Wimgo Trust Score is Built
Our comprehensive methodology breaks down into four distinct phases, each designed to ensure maximum accuracy and objectivity.
Multi-Source Data Ingestion
Official Sources
- State License Database
- BBB Business Profiles
- State Complaint Records
Review Platforms
- Google Business Reviews
- Yelp Business Data
- Angi Pro Profiles
Additional Data
- Social Media Presence
- Industry Certifications
- Business Longevity
Multi-Source Triangulation
By cross-referencing data from multiple independent sources, we eliminate single-point-of-failure bias and create a comprehensive, accurate picture of each contractor's performance and reliability.
Our Commitment to You
Every Wimgo ranking represents our unwavering commitment to the four core values that guide everything we do: Trustworthiness through transparent methodology, Expertise through credentialed professional review, Clarity through easy-to-understand scoring, and Empowerment through actionable insights that help you make confident decisions about your home's comfort and safety.