Analysis Skills
- Campaign Scoring: Evaluates campaign health from spend pacing, engagement rate, and pipeline contribution.
- Attribution Modeling: Allocates pipeline credit across first-touch, last-touch, and multi-touch models.
- Audience Overlap Detection: Identifies redundant targeting across campaigns and suggests consolidation.
- Funnel Drop-off Analysis: Pinpoints stages where leads stall and recommends interventions.
Drafting Skills
- Copy Generation: Drafts email subject lines, ad headlines, social posts, and landing page copy based on audience and campaign goals.
- Brief Builder: Generates campaign briefs from goals, audience definition, and channel selection.
- Review Summarization: Summarizes content review feedback into actionable edits.
Review Skills
- UTM Compliance Check: Validates that all tracked links use consistent UTM parameters.
- Content Quality Audit: Flags missing metadata, broken links, and outdated assets.
- Budget Guardrail Review: Ensures spend adjustments remain within approved campaign budgets.
Forecasting Skills
- Pipeline Coverage Projection: Calculates marketing-sourced pipeline versus target by quarter.
- ** CPL/CPO Trend Prediction:** Forecasts cost per lead and cost per opportunity based on current pacing.