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Configure product recommendation AI

Control how AI-powered product recommendations work in Fresh Relevance.

Updated over 2 weeks ago

Before you start

Things you need to know:

  • Any change to these settings may take several days to take effect.


Overview

To access these settings:

  • Expand the User menu

  • Go to Settings > System configuration > Artificial intelligence settings

Changes to these settings may take several days to take effect.


Product similarity recommendations

Product similarity uses AI to identify and group similar products for personalized recommendations to shoppers.

Available settings

Use product name

Enable this option to include product names when calculating similarity between products.

Use product description

Enable this option to include product descriptions when calculating similarity between products.

Strip HTML from product description

Enable this option to remove HTML formatting from product descriptions before processing, ensuring only the text content influences similarity calculations.

Restrict to tag groups

Specify which tag groups the Product Similarity AI should use. Enter tag group names separated by commas (for example, collection, vendor, product-type, color, title).

If left blank, the system automatically uses the eight most common tag groups in your catalog.

Include product extradata fields

Specify fields stored in the product's extra data that should be considered by the AI algorithm when generating product similarity recommendations.

In addition to these fields, the AI also considers the product's name, description, and categories (if selected).

Exclude tag groups

Specify a list of tag groups to exclude when calculating the AI similarity scores.

Exclude ungrouped tags

Specify a list of ungrouped tags to exclude when calculating the AI similarity scores.

Price affinity predictor

The Price Affinity Predictor helps recommend products in similar price ranges to your customers.

Available settings

Exclude products by categories

Specify which product categories should be excluded from price affinity predictions. This prevents certain product types from influencing price-based recommendations.

Tag groups used for similarity score

This section displays the tag groups or tag values currently being used by the Product Similarity AI to calculate similarity scores. You cannot edit this section, as it displays the current active tag groups.

For example:

  • product name

  • product description

  • collection

  • vendor

  • product-type

  • color

  • title

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