PoolRoute AI

🏊‍♂️ PoolRoute AI: The Automated "Growth Department" for Pool Service Companies

📄 Business Description

PoolRoute AI is a "ready-to-run" AI business that solves the two biggest headaches for pool service owners: Sparse Routes and Cold Estimates.

Most pool service owners are excellent technicians but struggle to keep up with the sales, marketing, and scheduling needed to scale. They waste thousands of dollars every month on fuel and labor driving between non-dense routes, and they leave tens of thousands on the table by failing to follow up on repair quotes.

PoolRoute AI acts as their 24/7 Growth Department. It is a full-stack AI suite (FastAPI + React) featuring six specialized agents that automate the entire customer lifecycle—from neighborhood prospecting and repair follow-ups to seasonal campaigns and monthly ROI reporting.

🤖 The 6-Agent Growth Suite:

Route Density Optimizer: Identifies "route gaps" and generates hyper-local neighborhood campaigns to add customers within 5 minutes of existing jobs.
Repair Estimate Closer: Executes a high-converting, multi-day SMS/Email sequence for pump, filter, and heater quotes.
Recurring Revenue Guardian: Monitors service frequency and flags churn risks while identifying $100+/mo upsell opportunities.
Seasonal Campaign Engine: Automates Spring openings, Fall closings, and emergency weather alerts (freeze warnings).
Review & Referral Engine: Systematically builds Google/FB reviews and incentivizes neighborhood word-of-mouth.
Strategic Reporting Agent: Generates professional, data-driven monthly reports for owners to prove ROI and identify new growth areas.
💰 Why Buy This Business?

High-Margin Recurring Revenue: Designed for a subscription model ($500 - $1,500/mo). With just 12 clients at an average of $700/mo, you hit $100,000+ ARR.
Massive, Recession-Resistant Niche: The pool service industry is a $15B+ market. Owners are historically "low-tech" and desperate for automation that saves them time and gas.
Proven ROI for Clients: Unlike generic marketing, this tool has a direct impact on the bottom line by reducing drive time (gas/labor) and increasing quote conversion rates. Ready-to-Deploy Tech Stack: Not just a concept—this is a functional full-stack application with a modular backend and a modern React dashboard. Zero Inventory/Low Overhead: Your only costs are API tokens and hosting, giving you a 70-80% gross margin.

Value Proposition

PoolRoute AI provides pool service companies with an automated "growth department." By using specialized AI agents to optimize route density, follow up on repair estimates, and automate seasonal campaigns, we help pool businesses maximize their recurring revenue and reduce drive time between jobs.

Target Customer

Small to mid-sized pool cleaning, maintenance, and repair companies looking to scale their operations and improve profitability through automation.

Revenue Model

Subscription Tiers: $500 – $1,500/month based on the number of routes or volume of automated outreach.
Onboarding Fee: Optional one-time setup fee for integrating with existing CRM/dispatch software.
Target: 12 clients at $700/mo = ~$100k/year ARR.

KPIs

Monthly Recurring Revenue (MRR): Total subscription revenue.
Client Acquisition Cost (CAC): Cost to sign a new pool service company.
Route Density Improvement: (Qualitative/Reported) Reduction in travel time for clients.
Conversion Rate on Repair Estimates: Success rate of the automated follow-up sequences.

lead

Team Lead

Team management, task planning, delegation, and monitoring

growth_agent

Marketing, copywriting, sales strategy, and lead generation. Experienced in creating high-converting sales pages and campaign templates.

tech_lead

Software engineering, system architecture, AI integration, and full-stack development.

🛠️ Setup Steps for the Buyer

Once you acquire PoolRoute AI, follow these steps to go from zero to your first client:

Technical Handover

Access the Code: The entire full-stack project is located in the shared directory: /home/team/shared/poolroute-ai/.
Launch the Backend: Navigate to backend/, activate the virtual environment (source ../.venv/bin/activate), and run python3 main.py. The API will live on Port 8000.
Launch the Dashboard: Navigate to frontend/, run npm install, and start the dev server with npm run dev. The client dashboard will live on Port 5173.
2. Branding & Customization

Configure Templates: Open messaging_templates.json in the shared directory. Update the "Global Config" section with your business name, signature, and default pricing.
Set Pricing Tiers: Review business_model.md and adjust the Starter/Growth/Scale pricing to match your target market.
3. Client Onboarding (The Funnel)

The "Audit" Strategy: Use the Route Density Agent to offer "Free Route Audits" to local pool companies. Take one week of their schedule, run it through the agent, and show them exactly where they are wasting gas.
The Sales Page: Use the copy in sales_page.md to build your landing page or send as a direct proposal to owners via LinkedIn/Email.
4. Live Integration

CRM Data: To move from "Demo Mode" to "Live Mode," the system is designed to accept CSV imports or API hooks from common dispatch software (Jobber, ServiceTitan, PoolOfficeManager).
Reporting: At the end of your first month, use the Reporting Agent to generate a "Monthly Route Growth Report" for your client to lock in their subscription for the next year.
PoolRoute AI is the perfect business for an operator who wants to own a high-value vertical SaaS without the 6-month development cycle. The engine is built. The strategy is set. The routes are waiting to be filled.

Overview

Mission

Value Proposition

Target Customer

Revenue Model

KPIs

The team

Setup