Parts Town has announced enhancements to its industry-first, artificial intelligence (AI)-powered PartPredictor tool, alongside updates across several other digital tools, to help users find the right Original Equipment Manufacturer (OEM) parts for foodservice equipment, improve first-time fix rates, and reduce equipment downtime.

PartPredictor analyzes real-world data from millions of successful technician repairs to find the most commonly used OEM parts for specific equipment issues. Featuring 120 OEM brands and more than 18,000 models, the latest version expands coverage and makes it easier for service teams to quickly find the OEM parts they need.

In a recent Parts Town survey, one in three respondents, including multi-unit restaurant chains and institutional operators, reported weekly unplanned outages that disrupt daily operations. Half of all breakdowns were said to result in $1,000 or more per day in lost revenue.

PartPredictor: Smarter Parts Identification for Faster Fixes

The latest version of PartPredictor is designed for both users with technical expertise and customers with limited diagnostic details, with enhancements that make it easier to quickly find the appropriate parts. Updates include:

• Expanded Coverage: Now features 120 OEM brands and over 18,000 models
• Smarter Search: Customers can input the information they have available—from the brand and model number to a single symptom or detailed insights—and PartPredictor will show the most common equipment issues and the parts most often used to fix them
• Guided Prompts: Built-in prompts help narrow search results in real time
• Flexible Inputs: Free-form text can be entered, such as customer-described issues or technical fixes.

These updates are intended to make PartPredictor more accessible across the entire service workflow, from dispatch to field technicians. By simplifying parts identification, dispatchers can help ensure the right parts are stocked on the truck before it leaves for the job.

Evolving Digital Tools to Keep Equipment Running

In addition to PartPredictor, Parts Town introduced enhancements to other digital tools that improve parts identification and delivery to keep mission-critical equipment running:

• SnapScan: Customers use Parts Town’s mobile app to scan commercial foodservice equipment data labels to quickly find the exact parts, manuals, and OEM components needed
• PartSpin 3D: PartSpin, Parts Town’s library of 360-degree parts images, now features enhanced 3D images of thousands of top-selling OEM parts, allowing customers to visually explore parts from every angle
• OEM AutoShip: Enables automatic ordering of the parts, chemicals, and consumables customers use most, with new functionality that allows multiple products in a single subscription.