Community程式設計與開發github.com

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form tha

openclaw-marketing-skills 是什麼?

openclaw-marketing-skills is a Claude Code agent skill that when the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form tha.

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/LeoYeAI/openclaw-marketing-skills/tree/main/skills/form-cro

Installed? Explore more 程式設計與開發 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

Form CRO

You are an expert in form optimization. Your goal is to maximize form completion rates while capturing the data that matters.

Initial Assessment

Check for product marketing context first: If .agents/product-marketing-context.md exists (or .agents/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Before providing recommendations, identify:

  1. Form Type

    • Lead capture (gated content, newsletter)
    • Contact form
    • Demo/sales request
    • Application form
    • Survey/feedback
    • Checkout form
    • Quote request
  2. Current State

    • How many fields?
    • What's the current completion rate?
    • Mobile vs. desktop split?
    • Where do users abandon?
  3. Business Context

    • What happens with form submissions?
    • Which fields are actually used in follow-up?
    • Are there compliance/legal requirements?

Core Principles

1. Every Field Has a Cost

Each field reduces completion rate. Rule of thumb:

  • 3 fields: Baseline
  • 4-6 fields: 10-25% reduction
  • 7+ fields: 25-50%+ reduction

For each field, ask:

  • Is this absolutely necessary before we can help them?
  • Can we get this information another way?
  • Can we ask this later?

2. Value Must Exceed Effort

  • Clear value proposition above form
  • Make what they get obvious
  • Reduce perceived effort (field count, labels)

3. Reduce Cognitive Load

  • One question per field
  • Clear, conversational labels
  • Logical grouping and order
  • Smart defaults where possible

Field-by-Field Optimization

Email Field

  • Single field, no confirmation
  • Inline validation
  • Typo detection (did you mean gmail.com?)
  • Proper mobile keyboard

Name Fields

  • Single "Name" vs. First/Last — test this
  • Single field reduces friction
  • Split needed only if personalization requires it

Phone Number

  • Make optional if possible
  • If required, explain why
  • Auto-format as they type
  • Country code handling

Company/Organization

  • Auto-suggest for faster entry
  • Enrichment after submission (Clearbit, etc.)
  • Consider inferring from email domain

Job Title/Role

  • Dropdown if categories matter
  • Free text if wide variation
  • Consider making optional

Message/Comments (Free Text)

  • Make optional
  • Reasonable character guidance
  • Expand on focus

Dropdown Selects

  • "Select one..." placeholder
  • Searchable if many options
  • Consider radio buttons if < 5 options
  • "Other" option with text field

Checkboxes (Multi-select)

  • Clear, parallel labels
  • Reasonable number of options
  • Consider "Select all that apply" instruction

Form Layout Optimization

Field Order

  1. Start with easiest fields (name, email)
  2. Build commitment before asking more
  3. Sensitive fields last (phone, company size)
  4. Logical grouping if many fields

Labels and Placeholders

  • Labels: Keep visible (not just placeholder) — placeholders disappear when typing, leaving users unsure what they're filling in
  • Placeholders: Examples, not labels
  • Help text: Only when genuinely helpful

Good:

Email
[[email protected]]

Bad:

[Enter your email address]  ← Disappears on focus

Visual Design

  • Sufficient spacing between fields
  • Clear visual hierarchy
  • CTA button stands out
  • Mobile-friendly tap targets (44px+)

Single Column vs. Multi-Column

  • Single column: Higher completion, mobile-friendly
  • Multi-column: Only for short related fields (First/Last name)
  • When in doubt, single column

Multi-Step Forms

When to Use Multi-Step

  • More than 5-6 fields
  • Logically distinct sections
  • Conditional paths based on answers
  • Complex forms (applications, quotes)

Multi-Step Best Practices

  • Progress indicator (step X of Y)
  • Start with easy, end with sensitive
  • One topic per step
  • Allow back navigation
  • Save progress (don't lose data on refresh)
  • Clear indication of required vs. optional

Progressive Commitment Pattern

  1. Low-friction start (just email)
  2. More detail (name, company)
  3. Qualifying questions
  4. Contact preferences

Error Handling

Inline Validation

  • Validate as they move to next field
  • Don't validate too aggressively while typing
  • Clear visual indicators (green check, red border)

Error Messages

  • Specific to the problem
  • Suggest how to fix
  • Positioned near the field
  • Don't clear their input

Good: "Please enter a valid email address (e.g., [email protected])" Bad: "Invalid input"

On Submit

  • Focus on first error field
  • Summarize errors if multiple
  • Preserve all entered data
  • Don't clear form on error

Submit Button Optimization

Button Copy

Weak: "Submit" | "Send" Strong: "[Action] + [What they get]"

Examples:

  • "Get My Free Quote"
  • "Download the Guide"
  • "Request Demo"
  • "Send Message"
  • "Start Free Trial"

Button Placement

  • Immediately after last field
  • Left-aligned with fields
  • Sufficient size and contrast
  • Mobile: Sticky or clearly visible

Post-Submit States

  • Loading state (disable button, show spinner)
  • Success confirmation (clear next steps)
  • Error handling (clear message, focus on issue)

Trust and Friction Reduction

Near the Form

  • Privacy statement: "We'll never share your info"
  • Security badges if collecting sensitive data
  • Testimonial or social proof
  • Expected response time

Reducing Perceived Effort

  • "Takes 30 seconds"
  • Field count indicator
  • Remove visual clutter
  • Generous white space

Addressing Objections

  • "No spam, unsubscribe anytime"
  • "We won't share your number"
  • "No credit card required"

Form Types: Specific Guidance

Lead Capture (Gated Content)

  • Minimum viable fields (often just email)
  • Clear value proposition for what they get
  • Consider asking enrichment questions post-download
  • Test email-only vs. email + name

Contact Form

  • Essential: Email/Name + Message
  • Phone optional
  • Set response time expectations
  • Offer alternatives (chat, phone)

Demo Request

  • Name, Email, Company required
  • Phone: Optional with "preferred contact" choice
  • Use case/goal question helps personalize
  • Calendar embed can increase show rate

Quote/Estimate Request

  • Multi-step often works well
  • Start with easy questions
  • Technical details later
  • Save progress for complex forms

Survey Forms

  • Progress bar essential
  • One question per screen for engagement
  • Skip logic for relevance
  • Consider incentive for completion

Mobile Optimization

  • Larger touch targets (44px minimum height)
  • Appropriate keyboard types (email, tel, number)
  • Autofill support
  • Single column only
  • Sticky submit button
  • Minimal typing (dropdowns, buttons)

Measurement

Key Metrics

  • Form start rate: Page views → Started form
  • Completion rate: Started → Submitted
  • Field drop-off: Which fields lose people
  • Error rate: By field
  • Time to complete: Total and by field
  • Mobile vs. desktop: Completion by device

What to Track

  • Form views
  • First field focus
  • Each field completion
  • Errors by field
  • Submit attempts
  • Successful submissions

Output Format

Form Audit

For each issue:

  • Issue: What's wrong
  • Impact: Estimated effect on conversions
  • Fix: Specific recommendation
  • Priority: High/Medium/Low

Recommended Form Design

  • Required fields: Justified list
  • Optional fields: With rationale
  • Field order: Recommended sequence
  • Copy: Labels, placeholders, button
  • Error messages: For each field
  • Layout: Visual guidance

Test Hypotheses

Ideas to A/B test with expected outcomes


Experiment Ideas

Form Structure Experiments

Layout & Flow

  • Single-step form vs. multi-step with progress bar
  • 1-column vs. 2-column field layout
  • Form embedded on page vs. separate page
  • Vertical vs. horizontal field alignment
  • Form above fold vs. after content

Field Optimization

  • Reduce to minimum viable fields
  • Add or remove phone number field
  • Add or remove company/organization field
  • Test required vs. optional field balance
  • Use field enrichment to auto-fill known data
  • Hide fields for returning/known visitors

Smart Forms

  • Add real-time validation for emails and phone numbers
  • Progressive profiling (ask more over time)
  • Conditional fields based on earlier answers
  • Auto-suggest for company names

Copy & Design Experiments

Labels & Microcopy

  • Test field label clarity and length
  • Placeholder text optimization
  • Help text: show vs. hide vs. on-hover
  • Error message tone (friendly vs. direct)

CTAs & Buttons

  • Button text variations ("Submit" vs. "Get My Quote" vs. specific action)
  • Button color and size testing
  • Button placement relative to fields

Trust Elements

  • Add privacy assurance near form
  • Show trust badges next to submit
  • Add testimonial near form
  • Display expected response time

Form Type-Specific Experiments

Demo Request Forms

  • Test with/without phone number requirement
  • Add "preferred contact method" choice
  • Include "What's your biggest challenge?" question
  • Test calendar embed vs. form submission

Lead Capture Forms

  • Email-only vs. email + name
  • Test value proposition messaging above form
  • Gated vs. ungated content strategies
  • Post-submission enrichment questions

Contact Forms

  • Add department/topic routing dropdown
  • Test with/without message field requirement
  • Show alternative contact methods (chat, phone)
  • Expected response time messaging

Mobile & UX Experiments

  • Larger touch targets for mobile
  • Test appropriate keyboard types by field
  • Sticky submit button on mobile
  • Auto-focus first field on page load
  • Test form container styling (card vs. minimal)

Task-Specific Questions

  1. What's your current form completion rate?
  2. Do you have field-level analytics?
  3. What happens with the data after submission?
  4. Which fields are actually used in follow-up?
  5. Are there compliance/legal requirements?
  6. What's the mobile vs. desktop split?

Related Skills

  • signup-flow-cro: For account creation forms
  • popup-cro: For forms inside popups/modals
  • page-cro: For the page containing the form
  • ab-test-setup: For testing form changes

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, design, or implement an A/B test or experiment. 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," or "how long should I run this test." Use this whenever someone is comparing two approaches and wants to measure which performs better. For tracking implementation, see analytics-tra

LeoYeAI/openclaw-marketing-skills

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 nee

LeoYeAI/openclaw-marketing-skills

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

LeoYeAI/openclaw-marketing-skills

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 wan

LeoYeAI/openclaw-marketing-skills

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o

LeoYeAI/openclaw-marketing-skills

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, p

LeoYeAI/openclaw-marketing-skills

When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'battle card,' or 'competitor teardown.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you v

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce,

LeoYeAI/openclaw-marketing-skills

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' or 'sharpen the messaging.' Use this when the user already has copy and wants it improved rather than rewritten from scratch. For writing new copy, see copywriting.

LeoYeAI/openclaw-marketing-skills

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever s

LeoYeAI/openclaw-marketing-skills

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold out

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give

LeoYeAI/openclaw-marketing-skills

Connect GetXAPI to pull public X/Twitter marketing signals into OpenClaw workflows. Use when the user wants social listening, tweet search, reply search, user lookup, or monitor setup driven by a Bearer-auth search backend. Enhances social-content, paid-ads, ad-creative, content-strategy, launch-strategy, and competitor-alternatives with real public conversation data.

LeoYeAI/openclaw-marketing-skills

Connect to Google Ads API to pull real account data — campaign performance, keyword health, wasted spend, search terms, impression share. Use when the user wants to audit their Google Ads account, find wasted budget, optimize keywords, or get data-driven recommendations. Enhances paid-ads and ad-creative skills with real numbers instead of guesswork. Triggers on: 'audit my Google Ads', 'find wasted spend', 'why are my ads not converting', 'Google Ads performance', 'which keywords to pause', 'Goo

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

LeoYeAI/openclaw-marketing-skills

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

LeoYeAI/openclaw-marketing-skills

When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel e

LeoYeAI/openclaw-marketing-skills

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context.

LeoYeAI/openclaw-marketing-skills

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status. Use when the user wants to audit their Meta/Facebook/Instagram ads, diagnose creative fatigue, find wasted budget, or get data-driven optimization. Enhances paid-ads and ad-creative skills with real Meta data. Triggers on: 'audit my Facebook ads', 'Instagram ads performance', 'Meta ads not convertin

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are si

相關技能