America's Heavy Equipment Marketplace, Powered by AI
Rubbl is America's leading heavy equipment rental marketplace — connecting contractors and equipment owners across the country with fully managed rentals, rent-to-own, and GPS-tracked machinery. Pinnasys built the AI pricing, matching, and fleet intelligence layer that makes the marketplace run.
100+
Equipment categories on platform
Nationwide
Marketplace coverage across the US
The Problem
The Heavy Equipment Industry Ran on Phone Calls and Gut Feel
Contractors needing a bulldozer or excavator on short notice had few options: call rental yards, check availability manually, and negotiate prices without visibility into market rates. Equipment owners had idle machines sitting in yards generating zero return while demand existed just miles away.
Rubbl set out to build the marketplace that digitises this industry end-to-end — connecting owners and renters with transparent pricing, managed logistics, GPS tracking, and rent-to-own pathways. The engineering challenge was building the intelligence layer underneath: dynamic pricing that reflects real market demand, a matching engine that surfaces the right machine for each job, and fleet telemetry that keeps every party informed throughout the rental lifecycle.
Our Approach
A Fully Managed Marketplace With Intelligence at Every Layer
Pinnasys built the AI and data infrastructure powering the Rubbl marketplace. The dynamic pricing engine models real-time demand, equipment availability, location, and machine condition to surface market-rate prices that clear transactions faster and generate more revenue for owners. The search and matching layer ranks available equipment by proximity, condition, spec fit, and owner performance — surfacing the best machine for each job rather than just the nearest one.
GPS telemetry integration gives both renters and owners real-time location and usage data throughout the rental period — supporting the Rubbl Reserve programme, enabling condition monitoring, and providing the audit trail needed for rent-to-own purchase decisions. The rent-to-own engine calculates purchase option scenarios dynamically, letting owners set their price and letting renters thoroughly vet equipment before committing to buy.
Dynamic Pricing Engine
Real-time demand signals, geographic availability, and machine condition feed a pricing model that clears transactions faster, maximises owner earnings, and keeps rates competitive without manual adjustment.
Equipment Matching & Search
Ranking algorithm surfaces the right machine by spec fit, proximity, owner rating, and availability — giving contractors the best option for their job, not just the closest listing in the database.
GPS Fleet Telemetry
Live location and usage tracking for every machine on rental — powering the Rubbl Reserve programme, supporting condition monitoring, and providing the audit trail that builds trust between owners and renters.
Rent-to-Own Intelligence
Dynamic RPO engine calculates purchase option scenarios in real time — letting owners set their buy price and renters evaluate purchase decisions with full usage history and condition data before committing.
The Marketplace in Action
The Right Machine, at the Right Price, on Demand — Nationwide.
100+
Equipment categories available across the nationwide marketplace
Real-Time
Dynamic pricing updating continuously based on demand, location, and machine availability
GPS
Live fleet telemetry on every rented machine — location, usage, and condition throughout the rental period
RPO
Rent-to-own programme giving contractors a data-backed pathway from rental to purchase on any machine
Founder, Rubbl — America's Heavy Equipment Rental Marketplace
What Building Rubbl Taught Us About AI in Industrial Marketplaces
Trust Is the Hardest Infrastructure to Build
An owner won't list a $250,000 excavator on a platform they don't trust. GPS telemetry, verified insurance, condition documentation, and a managed fulfilment layer were not product features — they were the preconditions for supply-side participation that made the marketplace viable.
Pricing Intelligence Changes Supply Behaviour
Static list prices leave money on the table in high-demand periods and slow transactions in low-demand ones. Dynamic pricing that surfaces market-rate recommendations to owners increased both listing activity and transaction velocity — by making the right price obvious rather than a negotiation.
Data During the Rental Is What Enables the Next Transaction
GPS usage data collected during a rental becomes the foundation for the rent-to-own decision, the owner's maintenance scheduling, and the platform's condition scoring for future listings. The data layer inside a transaction is what compounds marketplace value over time.
Building an AI-Powered Marketplace or Industrial Platform? Let's Talk
Pinnasys builds production-grade AI for two-sided marketplaces, equipment platforms, and industrial operations — from dynamic pricing engines and matching algorithms to GPS telemetry and rent-to-own workflows. Book a free consultation to scope what AI can do for your platform.