Operational domain · Marketing
Marketing attribution reconciliation
Multi-touch attribution continuously reconstructed on current data.
What this agent does
The agent continuously reconstructs the organization's multi-touch attribution model. It reads updated conversion data, integrates signals from each channel, applies the defined model, and produces revenue allocation per channel. It detects inconsistencies between sources and proposes specific reconciliations.
The operational pain it addresses
Marketing attribution is typically computed in monthly or quarterly reviews with data frozen at period close. Advertising investment decisions are made on outdated information or on platform dashboards that have incentives to over-report. The agent brings attribution closer to real time.
Signals it observes
- 01Conversion data per channel and campaign
- 02Configuration of the current attribution model
- 03Cost and exposure data per channel
- 04Reconciliation rules between divergent sources
Outputs it produces
- 01Updated attribution model and per-channel metrics
- 02Return report per channel and campaign
- 03Alerts on inconsistencies between sources
Where it integrates
Integrates with relevant advertising platforms, the analytics system that consolidates conversions, and the executive dashboard where the marketing team makes decisions.
Governance and escalation
The agent reconciles and reports. Decisions to redistribute budget or pause channels remain with the marketing team. Every metric is accompanied by its source and update date.
Turn this capability into an operation
The agent described on this page can enter productive operation. The methodology, scope, and governance are agreed in an initial conversation.
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