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Attribution
Attribution Reconciler Agent
Aligns spend, pipeline, and revenue.
Reconciles channel attribution and cohort reporting across paid, organic, and partner data.
Operate
Build
Available
Verified
Oath
Deliver aligns spend, pipeline, and revenue. with measurable outcomes.
Quick facts
Engagement modelBuild
Lead time4-6 weeks
Best teamsMarketing, Finance
Stack fitGA4 · Snowflake · HubSpot
Hire this operator to ship decisions with auditability baked in.
Operator spec
Inputs → decisions → outputs
Every agent follows a deterministic pipeline so your team can audit what was used and why it acted.
Inputs
- GA4 records + history
- Snowflake engagement signals
- Historical outcomes by segment
Decisions
- Reconcile attribution models
- Validate spend impact
- Flag reporting drift
Outputs
- Attribution model
- Cohort views
- Spend QA alerts
Delivery
What you get
Every engagement includes monitoring, governance, and a clear audit trail from day one.
Deliverables
- Attribution model
- Cohort views
- Spend QA alerts
Stack + integrations
GA4
Snowflake
HubSpot
We adapt to your exact data model and tooling. Custom connectors available on request.
attribution
cohorts
finance
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