FITMENT INTELLIGENCE

Year/Make/Model Search That Actually Understands Vehicles

Smart fitment prompting, ACES-native data, and AI-powered search that recognizes vehicles and parts — not just keywords.

Book a Demo See How It Works
BEYOND BASIC YMM

Standard YMM, Smarter Than Standard

Most auto parts sites offer some version of Year/Make/Model. Parts Square goes further.

Out of the Box, You Get:

Clean YMM Selector

A Year/Make/Model interface your customers already understand and trust.

Smart Optional Fields

Submodel, engine, body style, drivetrain, and more — only when the data requires it.

Real Fitment Engine

Checks actual ACES application data, not just text matches or generic filters.

We only ask for extra details when the part actually needs them. If a product fits all engines and body styles, we don't force unnecessary dropdowns.

Vehicle Selection
CONFIGURABLE DEPTH

Configurable for Your Use Case: 60+ ACES Fields

Different businesses need different levels of precision

ACES Fitment

From Simple to Comprehensive

Keep It Simple

Use just Year/Make/Model for broad-fit products and easy browsing.

Go Deep When Needed
  • Engine (code, displacement, fuel type)
  • Submodel / Trim level
  • Body style (sedan, coupe, wagon)
  • Drive type (FWD, RWD, AWD, 4WD)
  • Transmission type
  • Axle, bed length, GVWR, and more
Configure Your Approach

Ask for more upfront (engines and trims right away), or keep the selector lean and prompt only when required for specific parts.

You get a YMM implementation tailored to your niche, your catalog, and your tolerance for friction.

INTELLIGENT SEARCH

AI-Powered Search That Recognizes Vehicles, Not Just Keywords

Most platforms treat the search box like dumb text search. We're smarter.

We Understand Natural Language

Parts Square uses AI and named entity recognition (NER) to understand what shoppers type:

"2014 honda accord brake pads"

"f150 ecoboost shocks"

"ac belt for 2018 silverado 5.3"

We Detect:

Year
2014, 2018, etc.

Make
Honda, Ford, Chevrolet

Model
Accord, F-150, Silverado

Part Intent
brake pads, shocks, belt

AI Search
Lock In Vehicle

Automatically detect and select the vehicle

Filter by Fitment

Show only compatible parts based on ACES data

Focus Results

Prioritize right category and compatible SKUs

To the shopper, it feels like magic: They just type what's in their head — the system does the structuring.

LIVE SUGGESTIONS

Live Search & Advanced Auto-Complete

More than a dropdown of product names

Multi-Type Results

Shows vehicles, part types, brands, and products as you type

Spell Correction

Typo tolerance (e.g., "acord" → Accord)

Smart Suggestions

Popular queries and categories to guide shoppers

Highlight Key Info

In-stock, local pickup, or sale items

All of this runs on an enterprise-grade search stack, tuned specifically for auto parts.

Accurate Orders
ACCURACY FIRST

Designed to Reduce Wrong-Part Orders

Wrong-part orders kill margin and trust

Strict Fitment Respect

Always respect application fitment data from ACES.

Smart Prompting

Ask for extra detail only when necessary for accurate fit.

Clear Vehicle Display

Make it obvious which vehicle is selected, with easy changes.

No Guesswork

Avoid "close enough keyword matches" that generic platforms use.

Fewer Mis-Orders Mean:
  • Fewer returns
  • Happier customers
  • Less time cleaning up avoidable mistakes

See YMM Search in Action

If you want Year/Make/Model search that behaves like a real parts counter — recognizing vehicles, prompting smartly, and actually enforcing fitment — book a demo and we'll show you how it works with your catalog.

Talk to an Auto Parts Ecommerce Expert

Tell us where your business is today and where you want it to go. We’ll show you how Parts Square can connect your vendors, catalog data, and storefront into one system.

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Simple Pricing for serious sellers
Starting at $745 USD /mo
+ 2% of sales · No hidden fees
Volume discounts available
1
Book a Demo We’ll review your business and schedule a quick call to walk you through the Parts Square platform.
2
Get Your Custom Plan We’ll map out your vendors, data sources, and launch timeline so you know exactly what’s involved.
3
Launch in as little as 30 days Done-for-you setup and onboarding with dedicated support.
Done-for-you onboarding & data migration
2,000+ brands pre-integrated
Connect to major warehouse distributors
Clear, transparent terms