AI recommendations with co-brand personalization

What it does

When workspaces are grouped as co-brand workspaces, recommendation campaigns in any workspace of the group can return items from across all grouped workspaces. This means a customer whose profile exists in multiple workspaces will receive recommendations that draw from the combined item catalogs of all brands in the group — not just the workspace the campaign is running in.

Example: Workspace A is a sports brand, workspace B is a casual clothing brand. A recommendation campaign in workspace B will also return sports clothing or accessories to customers whose profiles exist in both workspaces — and vice versa, a campaign in workspace A may return casual clothing items.

Recommendation models

Co-brand personalization works for all recommendation models.

Modes

Co-brand workspaces operate in two modes for AI recommendations — configured by the Synerise support team when enabling the feature, and cannot be changed from the UI:

  • Events — the AI engine combines events from all workspaces (item views, clicks, purchases), but customer profiles are not unified across workspaces.
  • Model & events (Full) — the AI engine combines events from all workspaces and also unifies customer profiles across workspaces, resulting in a client-identity-aware model.

Requirements

See General requirements.

Setting up

  1. Create a group of workspaces.
  2. Contact the Synerise support to enable co-brand personalization in AI recommendations. The support team will confirm whether your workspace group meets the requirements and determine the appropriate mode.
  3. Once enabled, proceed to creating an AI recommendation.
  4. During the configuration, proceed to Additional settings.
  5. Enable the Co-Brand Personalization toggle.
    • The badge next to the toggle label indicates the mode configured for your group.
    • The filter applied to the recommendations will consider items from co-brand workspaces.
  6. You can preview the recommendation results.
    You can enable or disable inclusion of items from co-brand workspaces in the preview to compare results between the state of the option.

Previewing results

Instructions on previewing recommendation results for AI recommendations with co-brand personalization enabled are available in "Previewing recommendations".

Canonical URL: https://hub.synerise.com/docs/settings/workspace/multibrand-workspaces/ai-recommendations