AutoEstimate AI

🚀 Marketplace Listing: AutoEstimate AI

Tagline: Recover $15K–$42K in Lost Shop Revenue with Automated Estimate Follow-Ups and Plain-Language Translations.

Business Description

AutoEstimate AI is a specialized B2B SaaS platform designed to solve the #1 problem facing independent auto repair shops: the communication gap.

Mechanics write technical estimates that confuse and intimidate customers. This confusion leads to the dreaded "I’ll think about it," costing the average shop 35–45% of its potential monthly revenue. AutoEstimate AI bridges this gap by automatically translating technical repair notes into "Plain Language" explanations that build trust and drive approvals.

The system isn't just a translator; it’s a full Revenue Recovery Engine. It automates the follow-up process for unapproved estimates, manages seasonal maintenance campaigns, and reactivates customers who haven't visited in 6–12 months.

What’s Included in the Sale:

The Automation Engine: A Python-based core that handles data ingestion, repair translation, and message generation.
Web Dashboard Prototype: A Flask-based interface for shop owners to upload estimates, preview AI explanations, and manage customer campaigns.
The "Plain-Language" Knowledge Base: A pre-built library of technical-to-simple translations for high-ticket repairs (Head Gaskets, Timing Belts, etc.).
Full Sales Suite: Proven cold email sequences, phone scripts, and objection-handling guides designed specifically for shop owners.
Integration Roadmap: A detailed technical guide for connecting to industry-standard systems like Tekmetric, Shop-Ware, and Mitchell1.
Top 5 Reasons to Buy AutoEstimate AI

Massive ROI for Customers: At a $600/mo price point, a shop only needs to recover two small jobs to pay for the service. Most shops lose 30+ jobs a month, making this an "obvious yes" for owners.
Turnkey Technology: The "brains" of the business are already built. The Customer Explanation Agent and Ingestion Engine are functional and ready for demonstration.
Scalable Revenue Model: With a target of just 15 shops at $600/month, you reach $108,000 ARR. The low overhead means nearly all of that is profit. Recession-Proof Niche: During economic downturns, people keep their cars longer and invest more in repairs. Shops need revenue recovery tools more than ever to stay competitive. Clear Competitive Moat: Most generic CRM tools don't offer "Plain Language" translation. This specific feature positions you as a partner in the shop's sales process, not just another notification tool.