Marketing Skills for AI Agents
Source: This skill collection is adapted from Corey Haines' Marketing Skills
for Claude Code and AI agents. See marketing-skills.com.
A comprehensive collection of marketing skills covering conversion optimization, copywriting, SEO,
analytics, pricing strategy, and growth engineering.
Available Skills
| Skill |
Description |
When to Use |
SKILL-CRO.md |
Page conversion optimization |
"optimize landing page", "improve conversions", "CRO" |
SKILL-COPYWRITING.md |
Marketing copy and headlines |
"write copy", "headline help", "rewrite this page" |
SKILL-SEO.md |
SEO audit and optimization |
"SEO audit", "why am I not ranking", "technical SEO" |
SKILL-PSYCHOLOGY.md |
70+ marketing mental models |
"psychology", "persuasion", "why people buy" |
SKILL-PRICING.md |
Pricing and monetization |
"pricing tiers", "freemium vs trial", "price increase" |
Quick Reference: CRO Framework
Page Optimization Priority
- Value Proposition Clarity — Can visitors understand what this is in 5 seconds?
- Headline Effectiveness — Does it communicate core value?
- CTA Placement & Copy — Is there one clear action with value-focused button text?
- Visual Hierarchy — Can someone scanning get the main message?
- Trust Signals — Social proof near CTAs and after benefit claims
- Objection Handling — FAQ, guarantees, comparisons
- Friction Removal — Form fields, load times, mobile experience
Strong CTA Patterns
Weak: Submit, Sign Up, Learn More, Click Here
Strong: Start Free Trial, Get [Specific Thing], See [Product] in Action
CTA formula: [Action Verb] + [What They Get] + [Qualifier]
Quick Reference: Copywriting
Headline Formulas
- Outcome + Pain:
{Achieve outcome} without {pain point}
- Opposite Process:
The {opposite} way to {outcome}
- Never Again:
Never {unpleasant event} again
- Feature + Audience:
{Feature} for {audience} to {use case}
- No Skills Needed:
You don't have to {skill} to {outcome}
- How It Works:
{Outcome} by {how product makes it possible}
- Pain Question:
{Question highlighting main pain point}?
- Transformation:
Turn {input} into {outcome}
Copywriting Principles
- Clarity over cleverness — If you must choose, choose clear
- Benefits over features — What it means for the customer
- Specificity over vagueness — "4 hours to 15 minutes" not "save time"
- Customer language — Use words they use, not jargon
- One idea per section — Don't say everything everywhere
Quick Reference: SEO Audit
Priority Order
- Crawlability & Indexation — Can Google find and index it?
- Technical Foundations — Fast, functional, mobile-friendly?
- On-Page Optimization — Titles, metas, headings optimized?
- Content Quality — Does it deserve to rank?
- Authority & Links — Does it have credibility?
Quick Checks
| Element |
Check For |
| Title tags |
Unique, 50-60 chars, keyword near start |
| Meta descriptions |
Unique, 150-160 chars, value proposition |
| H1 |
One per page, contains primary keyword |
| Core Web Vitals |
LCP < 2.5s, INP < 200ms, CLS < 0.1 |
| Mobile |
Responsive, proper tap targets |
| Indexation |
site:domain.com, Search Console coverage |
Quick Reference: Pricing
Value-Based Pricing
Price between the next best alternative and perceived value. Cost is a floor, not a basis.
Tier Structure (Good-Better-Best)
| Tier |
Purpose |
Target |
| Good (Entry) |
Remove barriers |
Small teams, try before buy |
| Better (Recommended) |
Where most land |
Growing teams, serious users |
| Best (Premium) |
Capture high value |
Larger teams, power users |
Value Metrics
| Metric |
Best For |
Examples |
| Per user/seat |
Collaboration tools |
Slack, Notion |
| Per usage |
Variable consumption |
AWS, Twilio |
| Per feature |
Modular products |
HubSpot add-ons |
| Per record |
CRM, email tools |
Mailchimp |
| Flat fee |
Simple products |
Basecamp |
Freemium vs Free Trial
Freemium when: Viral/network effects, free users provide value, low marginal cost
Free trial when: Product needs time to show value, B2B buying committees, higher prices
Quick Reference: Psychology
Key Mental Models
| Challenge |
Models to Apply |
| Low conversions |
Hick's Law, Activation Energy, BJ Fogg Model |
| Price objections |
Anchoring, Framing, Loss Aversion |
| Building trust |
Authority, Social Proof, Reciprocity |
| Increasing urgency |
Scarcity, Loss Aversion, Zeigarnik Effect |
| Retention/churn |
Endowment Effect, Switching Costs, Status-Quo Bias |
| Decision paralysis |
Paradox of Choice, Default Effect, Nudges |
Persuasion Principles
- Reciprocity — Give first, people want to give back
- Commitment & Consistency — Small commitments lead to larger ones
- Social Proof — People follow what others do
- Authority — People defer to experts
- Scarcity — Limited availability increases value
- Liking — People say yes to those they like
Page Structure Template
Landing Page Sections
- Hero — Headline, subheadline, primary CTA, supporting visual
- Social proof bar — Logos or stats
- Problem/pain section — Articulate their frustration
- How it works — 3-4 simple steps
- Key benefits — 2-3, not 10
- Testimonial — Specific results, attribution
- Use cases/personas — Help visitors self-identify
- Comparison — vs. alternatives or status quo
- Case study snippet — Real customer story
- FAQ — Address objections
- Final CTA — Recap value, repeat CTA, risk reversal
Avoid This Pattern
❌ Hero → Feature 1 → Feature 2 → Feature 3 → Feature 4 → CTA
Use variety: stories, social proof, comparisons, use cases, FAQs.
A/B Test Ideas by Page Type
Homepage
- Headline variations (specific vs. abstract, benefit vs. feature)
- Hero visual (screenshot vs. video vs. illustration)
- CTA button text and color
- Customer logos placement
- Interactive demo in hero
Pricing Page
- Annual vs. monthly emphasis
- Number of visible tiers
- "Most Popular" badge placement
- Price anchoring strategies
- FAQ addressing pricing objections
Demo/Signup Page
- Form length (fewer fields)
- Multi-step vs. single-step form
- Product video/GIF near form
- Testimonials near form
- On-demand vs. live demo options
Related Supplements
SKILL-CRO.md — Deep page conversion optimization framework
SKILL-COPYWRITING.md — Complete copywriting guide with formulas
SKILL-SEO.md — Full SEO audit checklist
SKILL-PSYCHOLOGY.md — 70+ mental models for marketing
SKILL-PRICING.md — Pricing research, tiers, and strategy
Credits & Attribution
This skill collection is adapted from the excellent marketing skills by
Corey Haines.
Original repository: https://github.com/coreyhaines31/marketingskills
Copyright (c) Corey Haines - Marketing frameworks and best practices
See: Conversion Factory | Swipe Files
1---2name: marketing-skills3description: Marketing skills for AI agents. CRO, copywriting, SEO, analytics, pricing, and growth engineering. From Corey Haines' Marketing Skills collection. Use when working with marketing, cro, conversion, copywriting, seo, landing page, pricing, growth.4---5
6# Marketing Skills for AI Agents
7
8> **Source:** This skill collection is adapted from [Corey Haines' Marketing Skills](https://github.com/coreyhaines31/marketingskills)
9> for Claude Code and AI agents. See [marketing-skills.com](https://marketing-skills.com).
10
11A comprehensive collection of marketing skills covering conversion optimization, copywriting, SEO,
12analytics, pricing strategy, and growth engineering.
13
14## Available Skills
15
16| Skill | Description | When to Use |
17|-------|-------------|-------------|
18| `SKILL-CRO.md` | Page conversion optimization | "optimize landing page", "improve conversions", "CRO" |
19| `SKILL-COPYWRITING.md` | Marketing copy and headlines | "write copy", "headline help", "rewrite this page" |
20| `SKILL-SEO.md` | SEO audit and optimization | "SEO audit", "why am I not ranking", "technical SEO" |
21| `SKILL-PSYCHOLOGY.md` | 70+ marketing mental models | "psychology", "persuasion", "why people buy" |
22| `SKILL-PRICING.md` | Pricing and monetization | "pricing tiers", "freemium vs trial", "price increase" |
23
24---
25
26## Quick Reference: CRO Framework
27
28### Page Optimization Priority
29
301. **Value Proposition Clarity** — Can visitors understand what this is in 5 seconds?
312. **Headline Effectiveness** — Does it communicate core value?
323. **CTA Placement & Copy** — Is there one clear action with value-focused button text?
334. **Visual Hierarchy** — Can someone scanning get the main message?
345. **Trust Signals** — Social proof near CTAs and after benefit claims
356. **Objection Handling** — FAQ, guarantees, comparisons
367. **Friction Removal** — Form fields, load times, mobile experience
37
38### Strong CTA Patterns
39
40```
41Weak: Submit, Sign Up, Learn More, Click Here
42Strong: Start Free Trial, Get [Specific Thing], See [Product] in Action
43```
44
45**CTA formula:** `[Action Verb] + [What They Get] + [Qualifier]`
46
47---
48
49## Quick Reference: Copywriting
50
51### Headline Formulas
52
531. **Outcome + Pain:** `{Achieve outcome} without {pain point}`
542. **Opposite Process:** `The {opposite} way to {outcome}`
553. **Never Again:** `Never {unpleasant event} again`
564. **Feature + Audience:** `{Feature} for {audience} to {use case}`
575. **No Skills Needed:** `You don't have to {skill} to {outcome}`
586. **How It Works:** `{Outcome} by {how product makes it possible}`
597. **Pain Question:** `{Question highlighting main pain point}?`
608. **Transformation:** `Turn {input} into {outcome}`
61
62### Copywriting Principles
63
64- **Clarity over cleverness** — If you must choose, choose clear
65- **Benefits over features** — What it means for the customer
66- **Specificity over vagueness** — "4 hours to 15 minutes" not "save time"
67- **Customer language** — Use words they use, not jargon
68- **One idea per section** — Don't say everything everywhere
69
70---
71
72## Quick Reference: SEO Audit
73
74### Priority Order
75
761. **Crawlability & Indexation** — Can Google find and index it?
772. **Technical Foundations** — Fast, functional, mobile-friendly?
783. **On-Page Optimization** — Titles, metas, headings optimized?
794. **Content Quality** — Does it deserve to rank?
805. **Authority & Links** — Does it have credibility?
81
82### Quick Checks
83
84| Element | Check For |
85|---------|-----------|
86| Title tags | Unique, 50-60 chars, keyword near start |
87| Meta descriptions | Unique, 150-160 chars, value proposition |
88| H1 | One per page, contains primary keyword |
89| Core Web Vitals | LCP < 2.5s, INP < 200ms, CLS < 0.1 |
90| Mobile | Responsive, proper tap targets |
91| Indexation | `site:domain.com`, Search Console coverage |
92
93---
94
95## Quick Reference: Pricing
96
97### Value-Based Pricing
98
99Price between the next best alternative and perceived value. Cost is a floor, not a basis.
100
101### Tier Structure (Good-Better-Best)
102
103| Tier | Purpose | Target |
104|------|---------|--------|
105| Good (Entry) | Remove barriers | Small teams, try before buy |
106| Better (Recommended) | Where most land | Growing teams, serious users |
107| Best (Premium) | Capture high value | Larger teams, power users |
108
109### Value Metrics
110
111| Metric | Best For | Examples |
112|--------|----------|----------|
113| Per user/seat | Collaboration tools | Slack, Notion |
114| Per usage | Variable consumption | AWS, Twilio |
115| Per feature | Modular products | HubSpot add-ons |
116| Per record | CRM, email tools | Mailchimp |
117| Flat fee | Simple products | Basecamp |
118
119### Freemium vs Free Trial
120
121**Freemium when:** Viral/network effects, free users provide value, low marginal cost
122**Free trial when:** Product needs time to show value, B2B buying committees, higher prices
123
124---
125
126## Quick Reference: Psychology
127
128### Key Mental Models
129
130| Challenge | Models to Apply |
131|-----------|-----------------|
132| Low conversions | Hick's Law, Activation Energy, BJ Fogg Model |
133| Price objections | Anchoring, Framing, Loss Aversion |
134| Building trust | Authority, Social Proof, Reciprocity |
135| Increasing urgency | Scarcity, Loss Aversion, Zeigarnik Effect |
136| Retention/churn | Endowment Effect, Switching Costs, Status-Quo Bias |
137| Decision paralysis | Paradox of Choice, Default Effect, Nudges |
138
139### Persuasion Principles
140
1411. **Reciprocity** — Give first, people want to give back
1422. **Commitment & Consistency** — Small commitments lead to larger ones
1433. **Social Proof** — People follow what others do
1444. **Authority** — People defer to experts
1455. **Scarcity** — Limited availability increases value
1466. **Liking** — People say yes to those they like
147
148---
149
150## Page Structure Template
151
152### Landing Page Sections
153
1541. **Hero** — Headline, subheadline, primary CTA, supporting visual
1552. **Social proof bar** — Logos or stats
1563. **Problem/pain section** — Articulate their frustration
1574. **How it works** — 3-4 simple steps
1585. **Key benefits** — 2-3, not 10
1596. **Testimonial** — Specific results, attribution
1607. **Use cases/personas** — Help visitors self-identify
1618. **Comparison** — vs. alternatives or status quo
1629. **Case study snippet** — Real customer story
16310. **FAQ** — Address objections
16411. **Final CTA** — Recap value, repeat CTA, risk reversal
165
166### Avoid This Pattern
167
168```
169❌ Hero → Feature 1 → Feature 2 → Feature 3 → Feature 4 → CTA
170```
171
172Use variety: stories, social proof, comparisons, use cases, FAQs.
173
174---
175
176## A/B Test Ideas by Page Type
177
178### Homepage
179
180- Headline variations (specific vs. abstract, benefit vs. feature)
181- Hero visual (screenshot vs. video vs. illustration)
182- CTA button text and color
183- Customer logos placement
184- Interactive demo in hero
185
186### Pricing Page
187
188- Annual vs. monthly emphasis
189- Number of visible tiers
190- "Most Popular" badge placement
191- Price anchoring strategies
192- FAQ addressing pricing objections
193
194### Demo/Signup Page
195
196- Form length (fewer fields)
197- Multi-step vs. single-step form
198- Product video/GIF near form
199- Testimonials near form
200- On-demand vs. live demo options
201
202---
203
204## Related Supplements
205
206- `SKILL-CRO.md` — Deep page conversion optimization framework
207- `SKILL-COPYWRITING.md` — Complete copywriting guide with formulas
208- `SKILL-SEO.md` — Full SEO audit checklist
209- `SKILL-PSYCHOLOGY.md` — 70+ mental models for marketing
210- `SKILL-PRICING.md` — Pricing research, tiers, and strategy
211
212---
213
214## Credits & Attribution
215
216This skill collection is adapted from the excellent marketing skills by
217**[Corey Haines](https://coreyhaines.com/)**.
218
219Original repository: https://github.com/coreyhaines31/marketingskills
220
221**Copyright (c) Corey Haines** - Marketing frameworks and best practices
222See: [Conversion Factory](https://conversionfactory.co/) | [Swipe Files](https://swipefiles.com/)