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Agent skill

landing-page-optimization-guide

This skill should be used when the user asks to \"optimize my landing page\", \"improve conversion rate\", \"audit my landing page for CRO\", mentions \"message match between ads and pages\", \"high bounce rate on paid traffic\", or \"A/B test prioritization\".

activeSelf-containedInstructions only1,206 words

Filed under Content and SEO.

From Ad-Superpowers/ad-superpowers-plugin · 120 skills · 5 · pushed 2026-09-10

What it does when it runs

This skill should be used when the user asks to \"optimize my landing page\", \"improve conversion rate\", \"audit my landing page for CRO\", mentions \"message match between ads and pages\", \"high bounce rate on paid traffic\", or \"A/B test prioritization\". Do NOT use for: ad creative optimization (use platform-specific creative/fatigue skills), channel selection (use channel-selection-framework), or tracking/pixel implementation (use first-party-data-strategy or gtm-container-auditor).

Read from the skill and the 2 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply
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Hosts it reaches
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Tool permissions it declares
No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files
None. Instructions only.

Ask about landing-page-optimization-guide

Opens your assistant with this page's verified links already in the prompt.

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git clone --depth 1 --filter=blob:none --sparse https://github.com/Ad-Superpowers/ad-superpowers-plugin.git /tmp/ad-superpowers-plugin
git -C /tmp/ad-superpowers-plugin sparse-checkout set "plugin/skills/landing-page-optimization-guide"
mkdir -p ~/.claude/skills/landing-page-optimization-guide
cp -R "/tmp/ad-superpowers-plugin/plugin/skills/landing-page-optimization-guide/." ~/.claude/skills/landing-page-optimization-guide/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

Or take the whole library

This repo ships a .claude-plugin manifest, so Claude Code can install all 120 skills at once. Plugin skills are invoked as /<plugin>:<skill>, so they never collide with your own.

/plugin marketplace add Ad-Superpowers/ad-superpowers-plugin
/plugin

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from Ad-Superpowers/ad-superpowers-plugin/blob/9b6385d2d2d228e4dac096a1d6bc5715c04fa736/plugin/skills/landing-page-optimization-guide/SKILL.md, which is licensed MIT (repository). 1,206 words, 22 headings.

Landing Page Optimization Guide for Paid Traffic

Purpose

Help advertisers optimize landing pages specifically for paid traffic. Ad-driven visitors have different expectations and behaviors than organic traffic - this guide addresses those unique needs.

When to Use This Skill

Invoke when user mentions:

  • Landing page optimization: "How do I improve my landing page?"
  • Conversion rate: "My conversion rate is low"
  • CRO audit: "Can you review my landing page?"
  • Message match: "My ads and page don't align"
  • Bounce rate: "People leave without converting"
  • A/B testing: "What should I test on my landing page?"

Full scoring rubric and detailed examples: references/detailed-reference.md | Industry benchmarks: references/benchmarks.md

The Landing Page Scorecard (100 Points)

Scoring Categories

CategoryPointsWhy It Matters
Message Match20Aligns ad promise with page delivery
Value Proposition20Clear, compelling reason to act
Trust & Credibility15Reduces perceived risk
CTA Effectiveness15Drives the actual conversion
Form Optimization10Removes friction from conversion
Mobile Experience10Where 60%+ of traffic comes from
Technical Performance10Speed and tracking

Quick Scoring Guide

MESSAGE MATCH (20 pts)
├── Headline reflects ad copy: 0-5
├── Offer matches ad promise: 0-5
├── Visual continuity (colors, images): 0-5
└── Same tone/language as ad: 0-5

VALUE PROPOSITION (20 pts)
├── Clear benefit in headline: 0-5
├── Specific (numbers, outcomes): 0-5
├── Differentiated from competitors: 0-5
└── Addresses user pain point: 0-5

TRUST & CREDIBILITY (15 pts)
├── Social proof (testimonials, reviews): 0-5
├── Trust badges (security, guarantees): 0-5
└── Authority signals (logos, certifications): 0-5

CTA EFFECTIVENESS (15 pts)
├── Visible without scrolling: 0-5
├── Action-oriented text (not "Submit"): 0-5
└── Contrasting design, stands out: 0-5

FORM OPTIMIZATION (10 pts)
├── Minimal fields (only essentials): 0-5
└── Clear labels, no friction: 0-5

MOBILE EXPERIENCE (10 pts)
├── Responsive, readable, tap-friendly: 0-5
└── Fast load, no horizontal scroll: 0-5

TECHNICAL (10 pts)
├── Page speed < 3 seconds: 0-5
└── Tracking working (pixels, events): 0-5

SCORE INTERPRETATION:
├── 80-100: Excellent — minor tweaks only
├── 60-79: Good — 2-3 improvements needed
├── 40-59: Needs work — significant gaps
└── 0-39: Critical — major overhaul needed

Industry Conversion Benchmarks

IndustrySearch AvgDisplay AvgSocial AvgTop 25%
E-commerce2.5%0.8%1.5%5.0%+
SaaS/B2B3.0%0.5%2.0%7.0%+
Finance4.5%0.6%1.2%9.0%+
Healthcare3.5%0.5%1.0%6.5%+
Legal5.0%0.8%1.5%10.0%+
Real Estate3.0%0.4%1.0%6.0%+
Education4.0%0.5%2.5%8.0%+

Quick Audit Framework

30-Second Audit

Look at the page for 5 seconds, then answer:

  1. What does this company sell? □ Clear □ Unclear
  2. Why should I care? □ Compelling □ Generic
  3. What should I do next? □ Obvious □ Hidden
  4. Do I trust them? □ Yes □ Unsure

Common Issues Quick Fixes

IssueQuick FixImpact
No above-fold CTAMove CTA upHigh
Generic headlineAdd specific benefitHigh
No social proofAdd testimonialMedium
Too many form fieldsRemove 2-3 fieldsHigh
No visual hierarchyAdd whitespace, sizingMedium
Slow loadingCompress imagesHigh
"Submit" buttonChange to value-orientedMedium

A/B Test Prioritization (PIE Framework)

PRIORITIZE TESTS USING PIE:
├── P (Potential): How much improvement is possible? (1-10)
├── I (Importance): How valuable is this page/traffic? (1-10)
├── E (Ease): How easy is this to implement? (1-10)
└── Score = (P + I + E) / 3

HIGH PRIORITY (PIE > 7):
├── Headline changes on high-traffic pages
├── CTA button text/color on conversion pages
├── Form field reduction on lead gen pages

MEDIUM PRIORITY (PIE 4-7):
├── Social proof placement
├── Image/video changes
├── Page layout restructuring

LOW PRIORITY (PIE < 4):
├── Footer changes
├── Minor copy edits
├── Color scheme changes

Landing Page Templates

Lead Gen Template Structure

1. HEADER (minimal)
   - Logo only, no navigation

2. HERO SECTION
   - Headline (specific benefit)
   - Subheadline (how/what)
   - Form (right side or below)
   - CTA button

3. TRUST BAR
   - Client logos or "As seen in"
   - Review score

4. BENEFITS SECTION
   - 3 key benefits with icons
   - Benefit-focused, not feature-focused

5. SOCIAL PROOF
   - 2-3 testimonials with photos
   - Specific results mentioned

6. FAQ (optional)
   - Address main objections

7. FINAL CTA
   - Repeat the form or CTA
   - Add urgency or guarantee

E-commerce Product Template Structure

1. HEADER
   - Logo, search, cart (minimal)

2. PRODUCT HERO
   - High-quality images/video
   - Product title
   - Price (with discount if applicable)
   - Add to cart CTA

3. TRUST ELEMENTS
   - Star rating
   - Review count
   - Security badges

4. PRODUCT DETAILS
   - Key features/benefits
   - Specifications

5. SOCIAL PROOF
   - Customer reviews
   - UGC photos

6. RELATED/UPSELL
   - "Complete the look"
   - "Customers also bought"

7. STICKY ADD TO CART
   - Mobile: sticky bottom bar
   - Desktop: sticky sidebar

Output: Landing Page Audit Template

# Landing Page Audit Report

## Page Details
- **URL:** [URL]
- **Traffic source:** [Google Ads / Meta / LinkedIn / etc.]
- **Current conversion rate:** [X]%
- **Industry benchmark:** [X]%

## Scorecard Results

| Category | Score | Max | Notes |
|----------|-------|-----|-------|
| Message Match | /20 | 20 | |
| Value Proposition | /20 | 20 | |
| Trust & Credibility | /15 | 15 | |
| CTA Effectiveness | /15 | 15 | |
| Form Optimization | /10 | 10 | |
| Mobile Experience | /10 | 10 | |
| Technical | /10 | 10 | |
| **TOTAL** | **/100** | **100** | |

## Top 3 Issues (Highest Impact)
1. **[Issue]** — [Fix] — Expected impact: [High/Medium]
2. **[Issue]** — [Fix] — Expected impact: [High/Medium]
3. **[Issue]** — [Fix] — Expected impact: [High/Medium]

## A/B Test Recommendations
| Test | PIE Score | Priority |
|------|-----------|----------|
| [Test 1] | [X] | [High/Med/Low] |
| [Test 2] | [X] | [High/Med/Low] |
| [Test 3] | [X] | [High/Med/Low] |

Optional: Enrich with Live Data

If the user has connected their GA4 account, pull landing page performance data to identify which pages need the most attention:

# Get landing page performance: sessions, bounce rate, and conversion rate per page
ga4_run_report(
    property_id="YOUR_PROPERTY_ID",
    start_date="30daysAgo",
    end_date="today",
    metrics=["sessions", "bounceRate", "keyEvents", "averageSessionDuration"],
    dimensions=["landingPage"]
)

Sort by sessions DESC to find high-traffic pages with poor keyEvents or high bounceRate — these are your highest-impact optimisation targets. Pages with <30s session duration + high bounce = above-the-fold messaging failing immediately.

Files bundled with it

These load only when the skill asks for them, so they cost nothing until it runs.

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

Need help setting it up?

This page tells you what landing-page-optimization-guide does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

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