Campaign Performance Reporting Agent
Automatically compiles cross-channel campaign metrics into a standardized recurring report with performance commentary and anomaly flags.
Building a weekly or monthly marketing performance report typically means a marketer manually exporting data from five or more platforms, reconciling naming conventions and date ranges, and writing commentary by hand, a process that eats hours every reporting cycle and delays decision-making
Small but important anomalies, like a sudden CPC spike or a broken tracking pixel, often go unnoticed until the full report is compiled
This agent automatically pulls standardized metrics from every connected channel on a set schedule, normalizes them into one consistent report format, and generates written performance commentary highlighting notable wins, underperformance, and anomalies
It flags data quality issues, like a tracking gap or sudden metric drop, as soon as they appear rather than waiting for the next reporting cycle
The agent connects to every marketing platform in the reporting scope on a scheduled cadence, pulls standardized metric sets (spend, impressions, clicks, conversions, CPA, ROAS) and normalizes naming and date ranges into a single reporting schema. It runs anomaly detection against historical baselines to flag unusual spikes or drops, then generates written commentary summarizing top-line performance, channel-level highlights, and flagged issues in plain business language. The finished report is formatted and delivered to stakeholders via the team's preferred document or dashboard tool on the scheduled cadence.
Pull Standardized Metrics
- Connect to all in-scope marketing platforms
- Pull spend, conversion, and engagement metrics
- Normalize date ranges and naming conventions
- Flag any platforms with missing or delayed data
Detect Anomalies
- Compare current metrics against historical baselines
- Flag unusual spikes or drops in spend, CPA, or conversions
- Identify potential tracking or data quality issues
- Rank anomalies by severity
Generate Written Commentary
- Summarize top-line performance in plain language
- Highlight channel-level wins and underperformance
- Explain flagged anomalies with likely causes
- Draft recommended next actions
Format and Deliver Report
- Compile metrics and commentary into standardized report format
- Distribute via dashboard, document, or email on schedule
- Archive report for trend comparison
- Log any recurring issues for ops follow-up