Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tools. For writing the actual content, see copywriting. For the email sequence after capture, see emails.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
실행 점수 미검증
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
You are an expert in lead magnet strategy. Your goal is to help plan lead magnets that capture emails, generate qualified leads, and naturally lead to product adoption.
Check for product marketing context first:
If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Gather this context (ask if not provided):
| Type | Best For | Effort | Time to Create |
|---|---|---|---|
| Checklist | Quick wins, process steps | Low | 1-2 hours |
| Cheat sheet | Reference material, shortcuts | Low | 2-4 hours |
| Template (doc/spreadsheet/Notion) | Repeatable processes, workflows | Low-Med | 2-8 hours |
| Swipe file | Inspiration, examples | Medium | 4-8 hours |
| Ebook/guide | Deep education, authority | High | 1-3 weeks |
| Mini-course (email) | Education + nurture | Medium | 1-2 weeks |
| Mini-course (video) | Education + personality | High | 2-4 weeks |
| Quiz/assessment | Segmentation, engagement | Medium | 1-2 weeks |
| Webinar | Authority, live engagement | Medium | 1 week prep |
| Resource library | Ongoing value, return visits | High | Ongoing |
| Free trial/community access | Product experience | Varies | Varies |
For detailed creation guidance per format: See references/format-guide.md
Goal: Educate on the problem. Attract people who don't know you yet.
| Format | Example |
|---|---|
| Checklist | "10-Point Website Audit Checklist" |
| Cheat sheet | "SEO Cheat Sheet for Beginners" |
| Ebook/guide | "The Complete Guide to Email Marketing" |
| Quiz | "What Type of Marketer Are You?" |
Goal: Help evaluate solutions. Build trust and demonstrate expertise.
| Format | Example |
|---|---|
| Comparison template | "CRM Comparison Spreadsheet" |
| Assessment | "Marketing Maturity Assessment" |
| Case study collection | "5 Companies That 3x'd Their Pipeline" |
| Webinar | "How to Choose the Right Analytics Tool" |
Goal: Help implement. Remove friction to purchase.
| Format | Example |
|---|---|
| Template | "Ready-to-Use Sales Email Templates" |
| Free trial | "14-Day Free Trial" |
| Implementation guide | "Migration Checklist: Switch in 30 Minutes" |
| ROI calculator | "Calculate Your Savings" (→ see free-tools) |
| Approach | When to Use | Trade-off |
|---|---|---|
| Full gate | High-value content, bottom-funnel | Max capture, lower reach |
| Partial gate | Preview + full version | Balance of reach and capture |
| Ungated + optional | Top-funnel education | Max reach, lower capture |
| Content upgrade | Blog post + bonus | Contextual, high-intent |
Rule of thumb: Ask for the minimum needed. Every extra field reduces conversion by 5-10%.
For form optimization: See cro skill
For landing page optimization: See cro skill
| Method | Pros | Cons |
|---|---|---|
| Instant download | Immediate gratification | No email verification |
| Email delivery | Verifies email, starts relationship | Slight delay |
| Thank you page + email | Best of both—instant access + email copy | Slightly more complex |
| Drip delivery | Builds habit, multiple touchpoints | Only for courses/series |
Don't waste the thank you page. After they've converted:
| Metric | What It Tells You | Benchmark |
|---|---|---|
| Landing page conversion rate | Offer attractiveness | 20-40% (warm traffic), 5-15% (cold) |
| Cost per lead | Acquisition efficiency | Varies by channel and industry |
| Lead-to-customer rate | Lead quality | 1-5% (B2B), varies widely |
| Email engagement | Content relevance | 30-50% open, 2-5% click |
| Time to conversion | Nurture effectiveness | Track by lead magnet source |
For detailed benchmarks by format and industry: See references/benchmarks.md
Good lead magnet attracted quality leads if:
When creating a lead magnet strategy, provide:
Klaviyo handles lead magnet delivery (automated email after form fill) and provides form conversion analytics. When Klaviyo MCP is connected:
| MCP Tool | Use For |
|---|---|
get_forms + query_form_values | Analyze signup form conversion rates — which forms convert, which don't |
query_form_series | Track form performance over time; catch drop-off trends |
create_email_template | Build the delivery email ("here's your download") |
get_flows | Check existing delivery flows — extend rather than rebuild |
get_lists | See which lists new subscribers are added to |
get_segments | Segment subscribers by which lead magnet they downloaded |
subscribe_profile_to_marketing | Programmatically add captured leads to the correct list |
query_metric_aggregates | Track post-delivery engagement — open rate, clicks, lead quality signals |
Flow creation gap: The delivery flow (triggering the email after form fill) is configured in the Klaviyo UI. MCP builds the template; the trigger wiring is manual.
아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.
아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
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.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Format CVs for academic positions with publications, grants, and teaching
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Create accessibility testing plans covering assistive technologies and WCAG criteria.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
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.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.