Marketing · Specialized agent role

Campaign Reporting Agent

The Campaign Reporting Agent organizes marketing data from defined sources into a consistent view of delivery, response, conversion, and open measurement questions.

Get StartedReview the workflow

Best for

  • Marketing teams combining email, paid, social, web, and CRM results on a recurring cadence
  • Leaders who need consistent metric definitions, source notes, and explicit data-quality caveats

Typical inputs

  • Channel exports, campaign identifiers, date ranges, spend, delivery, engagement, and conversion records
  • Metric dictionary, attribution rule, currency, time zone, comparison period, targets, and reporting audience

Input quality determines output quality. Source permissions, retention, and field-level access should be settled before the workflow begins.

Core workflow

Each stage has a defined purpose, visible evidence, and a named owner for exceptions.

1

Frame the request

Validate date range, campaign mapping, currency, time zone, and source completeness

2

Gather context

Normalize fields and reconcile campaign identifiers across channel and CRM exports

3

Prepare the work

Calculate agreed descriptive metrics and compare with relevant periods or targets

4

Review and hand off

Prepare a narrative separating observations, caveats, hypotheses, and decisions needing owners

Actions it can perform

  • Combine exports, standardize dimensions, calculate configured metrics, and identify unusual changes
  • Build channel comparisons, annotate data gaps, document attribution limits, and prepare review questions

Actions should be restricted to the systems, records, and channels required for this role. Broader access is not a substitute for a well-designed workflow.

Outputs

  • Campaign performance table, channel summary, trend views, source map, and metric-definition appendix
  • Narrative report, anomaly list, attribution caveats, and prioritized questions for channel owners

Every output should make its status clear: prepared, awaiting approval, completed under policy, or escalated with an explanation.

Role-specific configuration details

Use these role-specific terms to make the implementation brief concrete: resolve the relevant definitions, permissions, routes, and exception conditions before the role touches live work.

  • campaign-reporting
  • organizes-marketing
  • marketing-data
  • consistent-view
  • delivery-response
  • response-conversion
  • open-measurement
  • measurement-questions
  • questions-make
  • make-recurring
  • recurring-campaign
  • campaign-reviews
  • reviews-easier
  • avoiding-unsupported
  • unsupported-attribution
  • attribution-causal
  • causal-claims
  • silent-changes
  • metric-definitions
  • definitions-channel
  • channel-exports
  • exports-campaign
  • campaign-identifiers
  • identifiers-date
  • date-ranges
  • ranges-spend
  • spend-delivery
  • delivery-engagement
  • conversion-records
  • records-metric
  • metric-dictionary
  • dictionary-attribution
  • attribution-rule
  • rule-currency
  • currency-time
  • time-zone
  • zone-comparison
  • comparison-period
  • period-targets
  • reporting-audience
  • audience-validate
  • validate-date
  • date-range
  • range-campaign
  • campaign-mapping
  • mapping-currency
  • completeness-normalize
  • normalize-fields
  • reconcile-campaign
  • identifiers-across
  • across-channel
  • exports-calculate
  • calculate-agreed
  • agreed-descriptive
  • descriptive-metrics
  • relevant-periods

Human approval and escalation

Approval boundary

Marketing analytics owners approve definitions, exclusions, attribution interpretation, financial reporting, and recommendations based on the report.

Escalation rule

Missing spend, broken tracking, mismatched identifiers, unexplained conversion shifts, and conflicting source systems go to data owners.

What remains under human control

  • Analysts own metric definitions, attribution, comparison design, source authority, and acceptable data-quality thresholds
  • Channel owners interpret results, choose experiments, adjust budgets, and explain market or creative context absent from the data

Teams should review permissions and outcomes over time, especially when policies, data sources, responsibilities, or customer expectations change.

Recommended integrations

Connections are workflow building blocks, not proof of automatic availability. Confirm authentication, permissions, supported actions, and error handling during implementation.

Google WorkspaceReview integration scopeHubSpotReview integration scopeSalesforceReview integration scopeAirtableReview integration scope

Example workflow

Monthly channel exports are reconciled by campaign ID; the agent highlights a tracking gap and reports observed changes without claiming a cause.

The implementation should record the source, owner, decision boundary, and recovery route for each important stage. That makes the workflow easier to review and improve without hiding responsibility.

Related agents

Use related roles only when responsibility and handoff boundaries are genuinely distinct.

Marketing Agent

See the responsibilities, controls, and handoffs for this related specialist role.

Explore Marketing Agent

Paid Ads Agent

See the responsibilities, controls, and handoffs for this related specialist role.

Explore Paid Ads Agent

Related use cases

Explore outcome-led workflows that can combine this role with approved systems and human review.

Design a responsible Campaign Reporting Agent workflow

Define the sources, controls, connected tools, exceptions, and owners before implementation.

Get Started