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Data ModelRelationship Types

Edge Types Reference

The intelligence layer contains 17 relationship types connecting entities.

Edge TypeFromToDescription
BELONGS_TOCustomerSegmentCustomer is a member of this segment
HAS_TOUCHPOINTCustomerTouchpointCustomer had this interaction (highest volume)
INFLUENCED_BYTouchpointCampaignThis interaction was driven by a campaign
LEADS_TOTouchpointTouchpointTemporal sequence. One interaction led to another
CONVERTS_TOCustomerOpportunityCustomer shows buying intent
ATTRIBUTED_TOTouchpointCampaignRevenue attribution link
MEMBER_OFCustomerCohortCustomer belongs to a discovered cluster
STEP_IN_JOURNEYTouchpointJourneyTouchpoint is part of a conversion path
VIEWEDCustomerProductCustomer viewed this product
PURCHASEDCustomerProductCustomer purchased this product
VIA_CHANNELTouchpointChannelInteraction occurred through this channel
TARGETSCampaignSegmentCampaign is aimed at this segment
DEFINES_STAGECampaignStageCampaign has this funnel step (ordered by position)
AT_STAGECustomerStageCustomer’s current position in funnel (includes progress % and status)
CONTRIBUTES_TOTouchpointStageTouchpoint contributed to entry, progression, or goal of a stage
RECOMMENDS_FORRecommendationCampaignAI suggests this action for the campaign
BASED_ONRecommendation(any)Evidence node supporting the recommendation

Edge properties

Some edges carry properties beyond the source and target:

  • AT_STAGE: progress (0-100%), status (active, stalled, progressed, dropped_off)
  • CONTRIBUTES_TO: contribution (entry, progression, goal)
  • DEFINES_STAGE: position (ordering within the funnel)
  • LEADS_TO: timeDelta (time between touchpoints)

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