Skip to Content
These docs are actively being updated. Check back regularly for new guides and API references.
Data ModelEdge Types

Edge Types Reference

The graph contains 17 edge types representing relationships between nodes.

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)