AI Agents for Marketing Teams and Operators
These AI agent skills help marketing teams move faster on SEO, campaign planning, content operations, outreach, and reporting. The goal is not to dump every content-related skill, but to surface the ones most useful for repeatable marketing execution.
Search intent
Curated skills
GEO summary
Recommended skills for ai agents for marketing
This list is selected from active public skills using category, platform, and workflow relevance signals.
writing-content
Интерактивный процесс написания текстов для вайб-маркетинга на основе Julian Shapiro framework. **Новые возможности (v2.0):** - Research & Gap Analysis (Perplexity → WebSearch fallback) - Scoring 0-5 вместо binary (Novelty + Resonance + Hook + Clarity) - AI-Slop Detection на всех этапах (10 типов patterns) - 3 варианта intro с self-scoring - Markdown export всех промежуточных результатов **Русские triggers:** "напиши пост по шапиро", "написать статью по фреймворку шапиро", "создай текст в стиле julian shapiro", "помоги написать контент по методу shapiro", "контент по julian shapiro фреймворку", "пост по julian shapiro", "напиши в стиле шапиро" **English triggers:** "write content using julian shapiro framework", "create post with shapiro method", "write article shapiro style", "help with julian shapiro writing" **Generic triggers:** "напиши статью", "помоги написать контент", "создай текст", "начать писать", "хочу написать пост", "нужна помощь с текстом", "write content", "write article", "создай контент", "придумай идею для статьи", or requests help with content creation process.
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marketing-reporting-requirements
Use this skill when gathering and documenting Salesforce marketing reporting requirements: defining KPIs, choosing an attribution model (First Touch / Last Touch / Even Distribution / Multi-Touch), selecting the correct Campaign Influence configuration, and mapping business questions to Salesforce report types and dashboard features. NOT for building the dashboards themselves, configuring CRM Analytics datasets, writing SOQL for marketing reports, or setting up Marketing Cloud Engagement journeys.
campaign-planning-and-attribution
Use this skill when designing Campaign Hierarchy structures for program-level ROI tracking, configuring Customizable Campaign Influence (CCI) attribution models, or interpreting multi-touch attribution data from MCAE B2B Marketing Analytics. Trigger keywords: campaign ROI, attribution model, campaign hierarchy, first-touch, last-touch, multi-touch, CCI, campaign influence, revenue attribution, campaign member status. NOT for campaign record creation, campaign member import, email send execution, or MCAE connector provisioning (use mcae-pardot-setup instead).
data-cloud-zero-copy-federation
Use this skill when configuring or troubleshooting Data Cloud Zero Copy / Lakehouse Federation against Snowflake, Databricks, BigQuery, or Redshift — including external Data Lake Object setup, query semantics through federation, refresh and cache behavior, and choosing federation versus physical ingestion. Triggers on: Data Cloud federated DLO setup, query latency against external warehouse, Snowflake/Databricks/BigQuery integration with Data Cloud, federation vs ingestion decision. NOT for physical Ingestion API streaming/bulk patterns (use data-cloud-integration-strategy), not for CRM Analytics external connectors (use analytics-external-data), not for outbound Data Cloud activation to external systems (use data-cloud-activation-development).
subscriber-data-management
Use this skill when configuring or troubleshooting Marketing Cloud subscriber identity, opt-in/opt-out status, list membership, suppression, or deduplication behavior. Triggers include: setting up Subscriber Key, diagnosing duplicate sends, handling global unsubscribes, configuring Auto-Suppression Lists, or auditing subscriber status across Business Units. NOT for CRM contact management in Sales/Service Cloud, not for SFMC audience segmentation via Data Extensions alone, and not for Email Studio content authoring.
sales-reporting-data-model
Use when designing or troubleshooting Salesforce sales reporting — covers Historical Trend Reporting, Reporting Snapshots, and Custom Report Types for pipeline and opportunity analysis. Trigger keywords: historical trending, opportunity snapshot, reporting snapshot, pipeline history, custom report type join, point-in-time reporting. NOT for CRM Analytics (Tableau CRM / Einstein Analytics) or Marketing Cloud reports. NOT for general SOQL optimization.
crm-analytics-security-predicates
Row-level security in CRM Analytics datasets via security predicates — SAQL filter expressions stored on the dataset that apply at query time per running user. Covers the syntax (`'DatasetColumn' operator value`), the `$User.*` context variables, multi-level predicates (role hierarchy + team + region), the performance cost of complex predicates, and the testing discipline (admins bypass predicates by default). NOT for Salesforce Core sharing rules (different runtime), NOT for App / Dashboard / Lens-level access (that's CRM Analytics App sharing, not predicates), NOT for field-level masking inside a dataset (use Encryption + dataset transformations).
community-analytics-data
Use when analyzing Experience Cloud site analytics including login metrics, member engagement, page view tracking, and content performance. Triggers: Experience Cloud site analytics, community member engagement data, portal login tracking, page view reports community, GA4 Experience Cloud integration. NOT for CRM Analytics or Tableau CRM. NOT for internal Salesforce reporting on standard CRM objects.
Why ai agents for marketing matter
Context for who these skills help, what they unlock, and why this slice of the directory deserves its own landing page.
Marketing-focused AI agent skills usually combine writing, research, automation, and workflow orchestration. That makes them useful for solo operators, growth teams, and in-house marketers who need leverage without building custom tooling from scratch.
The strongest skills in this group either create assets directly, such as briefs and copy, or reduce operational drag around research, CRM updates, reporting, and publishing workflows.
How to choose the right skill
Use these rules to narrow your shortlist before you start installing or adapting a workflow.
- Start with the output you need most often: content, lead generation, campaign ops, or reporting.
- Prefer cross-tool skills if your team works across several AI agents or prompt surfaces.
- Use repository stars as a trust signal, but check the short description to make sure the workflow matches your actual channel.
Related categories
Use the taxonomy pages when you want wider coverage beyond this curated guide.
FAQ
Short answers to common questions about this set of AI agent skills.
What kinds of marketing workflows are covered here?
This page focuses on practical workflows like SEO research, content writing, campaign operations, lead generation, outreach, and analytics support.
Are these only for content marketers?
No. The selection also includes skills useful for growth, lifecycle, CRM, sales-assisted marketing, and performance operations.