Techtic X QuoteCheck: From PDF Blindness to Price Clarity
Overview
QuoteCheck is an AI-powered platform that helps homeowners determine whether contractor quotes are fair. In a U.S. home services market worth $650–850 billion, pricing transparency remains a major challenge. The founder had the idea but needed the technology to bring it to life. Techtic brought the vision to life by building an AI-powered platform with quote analysis and fairness scoring, transforming it into a smart decision-making tool. Today, QuoteCheck is live and making home service pricing more transparent for homeowners.
Technologies Stack
Industry
Digital Products / Home Services Marketplace
Tools & Technologies
ReactJS, NodeJs, Python, MongoDB, AWS S3, Gemini
Services
Vendor Marketplace, AI Analysis, Meta ads
Problem
Homeowners struggled to determine whether contractor quotes were fair. The platform needed advanced OCR and document parsing to extract data from PDFs and images with varying quality. Building accurate location-based pricing benchmarks, handling incomplete quote information, and establishing trust in AI-generated insights were critical challenges. Additionally, creating reliable Fairness and Transparency scores while supporting diverse quote formats at scale required a robust and scalable architecture.
01.
Homepage
Hero section with value proposition, how-it-works explainer, pricing tiers, testimonials, and CTA driving users to upload quotes. Establishes trust and guides homeowners toward quote submission
02.
Quote Analysis Page
Multi-format upload support (PDF, JPG, PNG) with validation, file integrity checks, and backend OCR processing for reliable data extraction. Allows effortless quote submission across device types and document conditions.
03.
Fairness Score
Dual scoring mechanism comparing line items against location-based market benchmarks with color-coded verdicts and AI-generated red flags for incomplete quotes. Simplifies complex pricing analysis into actionable insights.
04.
Dashboard
Centralized dashboard showing quote history, downloadable PDF reports, email sharing, and search/filter functionality for easy quote management. Enables users to track, compare, and share findings effortlessly.
05.
AI Analysis
Gemini integration with GPT-4 Vision for accurate OCR and structured data extraction, converting unstructured quotes into categorized JSON format by labor, materials, and services. Transforms messy documents into organized, analyzable data.
06.
Vendor Directory
Conditional vendor recommendations when quotes are overpriced, bidding system for alternative pricing, and direct user-vendor interactions within platform. Provides real alternatives instead of just analysis.
Outcome
Techtic delivered an AI-powered quote transparency platform addressing a critical $650–850 billion market pain point. Advanced OCR extracts data from varied quote formats, while location-based benchmarking and Fairness & Transparency scores help homeowners evaluate pricing with confidence. We delivered a platform that intelligently handles incomplete quotes, includes a vendor marketplace, and supports subscription-based monetization. Today, QuoteCheck stands as a trusted platform helping homeowners evaluate contractor quotes with greater confidence and transparency.
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