> ## Documentation Index
> Fetch the complete documentation index at: https://docs.spineworkspace.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Marketing Skills: Domain Capabilities for Growth Execution

> The analytical, creative, and operational skills Spine agents apply in the Marketing domain, from attribution modeling to content drafting and spend.

Marketing skills are the capabilities Twin and domain agents use to reason about campaign data, generate content, and recommend optimizations. Each skill is a composable function that agents invoke during the AI flow. You benefit from them as faster insights and better creative drafts.

## 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* **Content Quality Audit:** Flags missing metadata, broken links, and outdated assets.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.

## Related

* [Capabilities](/internal-docs/domains/marketing/capabilities)
* [Agents](/internal-docs/domains/marketing/agents)
* [AI Workbench](/internal-docs/domains/marketing/ai-workbench)
* [Workflows](/internal-docs/domains/marketing/workflows)


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.