Marketing skills for AI agents — conversion optimization, copywriting, SEO, paid ads, ad creative, and growth
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' or 'should I run ads.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see cro.
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema.
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wants to measure marketing results. For A/B test measurement, see ab-testing.
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A collection of AI agent skills focused on marketing tasks. Built for technical marketers and founders who want AI coding agents to help with conversion optimization, copywriting, SEO, analytics, and growth engineering. Works with Claude Code, OpenAI Codex, Cursor, Windsurf, and any agent that supports the Agent Skills spec.
Built by Corey Haines. Need hands-on help? Check out Conversion Factory — Corey's agency for conversion optimization, landing pages, and growth strategy. Want to learn more about marketing? Subscribe to Swipe Files. Want an autonomous AI agent that uses these skills to be your CMO? Try Magister.
New to the terminal and coding agents? Check out the companion guide Coding for Marketers.
Contributions welcome! Found a way to improve a skill or have a new one to add? Open a PR.
Run into a problem or have a question? Open an issue — we're happy to help.
Skills are markdown files that give AI agents specialized knowledge and workflows for specific tasks. When you add these to your project, your agent can recognize when you're working on a marketing task and apply the right frameworks and best practices.
Skills reference each other and build on shared context. The product-marketing skill is the foundation — every other skill checks it first to understand your product, audience, and positioning before doing anything.
┌──────────────────────────────────────┐
│ product-marketing │
│ (read by all other skills first) │
└──────────────────┬───────────────────┘
│
┌──────────────┬─────────────┬─────────────┼─────────────┬──────────────┬──────────────┐
▼ ▼ ▼ ▼ ▼ ▼ ▼
┌──────────┐ ┌──────────┐ ┌──────────┐ ┌────────────┐ ┌──────────┐ ┌─────────────┐ ┌───────────┐
│ SEO & │ │ CRO │ │Content & │ │ Paid & │ │ Growth & │ │ Sales & │ │ Strategy │
│ Content │ │ │ │ Copy │ │Measurement │ │Retention │ │ GTM │ │ │
├──────────┤ ├──────────┤ ├──────────┤ ├────────────┤ ├──────────┤ ├─────────────┤ ├───────────┤
│seo-audit │ │cro │ │copywritng│ │ads │ │referrals │ │revops │ │mktg-ideas │
│ai-seo │ │signup │ │copy-edit │ │ad-creative │ │free-tools│ │sales-enable │ │mktg-psych │
│site-arch │ │onboarding│ │cold-email│ │ab-testing │ │churn- │ │launch │ │customer- │
│programm │ │popups │ │emails │ │analytics │ │ prevent │ │pricing │ │ research │
│schema │ │paywalls │ │social │ │ │ │community │ │competitors │ │ │
│content │ │ │ │video │ │ │ │lead-magnt│ │comp-profile │ │ │
│aso │ │ │ │image │ │ │ │co-mktg │ │directory │ │ │
└────┬─────┘ └────┬─────┘ └────┬─────┘ └─────┬──────┘ └────┬─────┘ └──────┬──────┘ └─────┬─────┘
│ │ │ │ │ │ │
└────────────┴─────┬──────┴──────────────┴─────────────┴──────────────┴──────────────┘
│
Skills cross-reference each other:
copywriting ↔ cro ↔ ab-testing
revops ↔ sales-enablement ↔ cold-email
seo-audit ↔ schema ↔ ai-seo
customer-research → copywriting, cro, competitors
See each skill's Related Skills section for the full dependency map.
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Marketing skills for AI agents — conversion optimization, copywriting, SEO, paid ads, ad creative, and growth
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