Setting Up Upsell Recommendations

Upsell recommendations suggest higher-tier alternatives — encouraging customers to upgrade to a premium or performance version of the part they're viewing.

Product Tiers

FitmentPro uses a tier system to determine upsell paths:

Tier	Description	Example
Standard	Base-level, OEM-equivalent parts	Economy brake pads
Sport	Enhanced performance parts	Sport brake pads
Performance	High-performance parts	Racing brake pads
Premium	Top-tier, luxury parts	Ceramic brake pads

Setting Up Tiers

Products can be categorized in three ways:

Auto-categorization — FitmentPro uses TecDoc data and keyword matching to assign tiers automatically
Manual assignment — Set the tier on the Recommendations dashboard
AI categorization — OpenAI analyzes product descriptions (TecDoc AI plan required)

How Upsell Works

When a customer views a Standard brake pad:

FitmentPro checks for Sport/Performance/Premium brake pads that fit the same vehicle

These are shown as "Upgrade to..." suggestions on the product page

The upsell is stored as a metafield and rendered in Liquid

Configuring Upsell Display

Ensure products have tiers assigned
Rebuild recommendations after tier changes
The Recommendations theme block shows upsell suggestions alongside cross-sell
You can customize the heading and number of upsell items shown