MCPInstall

seo-analytics

Generate visual SEO analysis reports using Google PageSpeed Insights API. Use when user asks to analyze website performance, SEO scores, Core Web Vitals, or page speed. Outputs an interactive HTML report with charts and actionable recommendations.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/rebyteai-template/rebyte-skills --skill seo-analytics
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads seo-analytics automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

SEO Analytics Skill

Generate comprehensive SEO and performance analysis reports for any website using Google PageSpeed Insights API.

When to Use

  • "Analyze the SEO of https://example.com"
  • "Check the performance of my website"
  • "Generate a Core Web Vitals report for..."
  • "What's the page speed score of..."
  • "SEO audit for..."

API Key Requirement

IMPORTANT: This skill requires a Google PageSpeed Insights API key. If the user has not provided an API key, you MUST ask for one before proceeding.

When No API Key is Provided

If the user requests SEO analysis without providing an API key, respond with:


To run SEO analysis, I need a Google PageSpeed Insights API key.

How to get your API key (takes ~2 minutes):

  1. Go to Google Cloud Console
  2. Create a new project or select an existing one
  3. Navigate to APIs & Services > Library
  4. Search for "PageSpeed Insights API" and click Enable
  5. Go to APIs & Services > Credentials
  6. Click Create Credentials > API Key
  7. Copy your new API key

Once you have the key, provide it and I'll run the analysis.


API Key Usage

The API key can be provided in two ways:

  1. As a command line argument: npx ts-node analyze.ts <URL> <API_KEY>
  2. As an environment variable: PAGESPEED_API_KEY

Quick Start

User: "Analyze https://eng0.ai"

# If no API key provided, ask user for one first

# With API key:
Output:
- ./seo-report.html (interactive report with charts)
- Console summary with key metrics

How to Execute

Step 1: Run the Analysis Script

npx ts-node analyze.ts https://example.com YOUR_API_KEY

Or with environment variable:

PAGESPEED_API_KEY=your_key npx ts-node analyze.ts https://example.com

Step 2: Inline Execution (Alternative)

Create and run analyze.ts in the current directory:

// analyze.ts - SEO Analysis Script
const url = process.argv[2];
const apiKey = process.argv[3] || process.env.PAGESPEED_API_KEY;

if (!url) {
  console.error('Usage: npx ts-node analyze.ts <URL> [API_KEY]');
  console.error('Or set PAGESPEED_API_KEY environment variable');
  process.exit(1);
}

interface AuditResult {
  title?: string;
  description?: string;
  score?: number | null;
  displayValue?: string;
  numericValue?: number;
}

interface PageSpeedResult {
  lighthouseResult: {
    categories: {
      performance: { score: number };
      accessibility: { score: number };
      'best-practices': { score: number };
      seo: { score: number };
    };
    audits: {
      [key: string]: AuditResult;
    };
  };
}

async function analyzeUrl(targetUrl: string, strategy: 'mobile' | 'desktop'): Promise<PageSpeedResult> {
  let apiUrl = `https://www.googleapis.com/pagespeedonline/v5/runPagespeed?url=${encodeURIComponent(targetUrl)}&strategy=${strategy}&category=performance&category=accessibility&category=best-practices&category=seo`;

  if (apiKey) {
    apiUrl += `&key=${apiKey}`;
  }

  console.log(`Analyzing ${strategy}...`);
  const response = await fetch(apiUrl);
  if (!response.ok) {
    throw new Error(`API error: ${response.status} ${response.statusText}`);
  }
  return response.json() as Promise<PageSpeedResult>;
}

function getScoreColor(score: number): string {
  if (score >= 90) return '#0cce6b';
  if (score >= 50) return '#ffa400';
  return '#ff4e42';
}

function generateReport(mobile: PageSpeedResult, desktop: PageSpeedResult, targetUrl: string): string {
  const m = mobile.lighthouseResult;
  const d = desktop.lighthouseResult;

  const mobileScores = {
    performance: Math.round(m.categories.performance.score * 100),
    accessibility: Math.round(m.categories.accessibility.score * 100),
    bestPractices: Math.round(m.categories['best-practices'].score * 100),
    seo: Math.round(m.categories.seo.score * 100),
  };

  const desktopScores = {
    performance: Math.round(d.categories.performance.score * 100),
    accessibility: Math.round(d.categories.accessibility.score * 100),
    bestPractices: Math.round(d.categories['best-practices'].score * 100),
    seo: Math.round(d.categories.seo.score * 100),
  };

  const webVitals = {
    mobile: {
      lcp: m.audits['largest-contentful-paint'],
      tbt: m.audits['total-blocking-time'],
      cls: m.audits['cumulative-layout-shift'],
      fcp: m.audits['first-contentful-paint'],
      si: m.audits['speed-index'],
      tti: m.audits['interactive'],
    },
    desktop: {
      lcp: d.audits['largest-contentful-paint'],
      tbt: d.audits['total-blocking-time'],
      cls: d.audits['cumulative-layout-shift'],
      fcp: d.audits['first-contentful-paint'],
      si: d.audits['speed-index'],
      tti: d.audits['interactive'],
    },
  };

  // Extract top opportunities
  const opportunities: string[] = [];
  for (const [key, audit] of Object.entries(m.audits)) {
    if (audit.score !== undefined && audit.score < 0.9 && audit.title && audit.description) {
      opportunities.push(`<li><strong>${audit.title}</strong>: ${audit.description.split('.')[0]}.</li>`);
    }
  }

  return `<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <title>SEO Report - ${targetUrl}</title>
  <script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
  <style>
    * { margin: 0; padding: 0; box-sizing: border-box; }
    body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; background: #f5f5f5; color: #333; line-height: 1.6; }
    .container { max-width: 1200px; margin: 0 auto; padding: 2rem; }
    h1 { font-size: 1.8rem; margin-bottom: 0.5rem; }
    .url { color: #666; font-size: 0.9rem; margin-bottom: 2rem; word-break: break-all; }
    .grid { display: grid; grid-template-columns: repeat(auto-fit, minmax(300px, 1fr)); gap: 1.5rem; margin-bottom: 2rem; }
    .card { background: white; border-radius: 8px; padding: 1.5rem; box-shadow: 0 1px 3px rgba(0,0,0,0.1); }
    .card h2 { font-size: 1.1rem; margin-bottom: 1rem; color: #444; }
    .scores { display: flex; justify-content: space-around; text-align: center; }
    .score-item { display: flex; flex-direction: column; align-items: center; }
    .score-circle { width: 60px; height: 60px; border-radius: 50%; display: flex; align-items: center; justify-content: center; font-size: 1.2rem; font-weight: bold; color: white; margin-bottom: 0.5rem; }
    .score-label { font-size: 0.75rem; color: #666; }
    .vitals-table { width: 100%; border-collapse: collapse; }
    .vitals-table th, .vitals-table td { padding: 0.75rem; text-align: left; border-bottom: 1px solid #eee; }
    .vitals-table th { font-weight: 500; color: #666; font-size: 0.85rem; }
    .good { color: #0cce6b; }
    .needs-improvement { color: #ffa400; }
    .poor { color: #ff4e42; }
    .chart-container { position: relative; height: 300px; }
    .opportunities { list-style: none; }
    .opportunities li { padding: 0.75rem 0; border-bottom: 1px solid #eee; font-size: 0.9rem; }
    .opportunities li:last-child { border-bottom: none; }
    .timestamp { text-align: center; color: #999; font-size: 0.8rem; margin-top: 2rem; }
  </style>
</head>
<body>
  <div class="container">
    <h1>SEO Analysis Report</h1>
    <p class="url">${targetUrl}</p>

    <div class="grid">
      <div class="card">
        <h2>Mobile Scores</h2>
        <div class="scores">
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(mobileScores.performance)}">${mobileScores.performance}</div>
            <span class="score-label">Performance</span>
          </div>
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(mobileScores.accessibility)}">${mobileScores.accessibility}</div>
            <span class="score-label">Accessibility</span>
          </div>
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(mobileScores.bestPractices)}">${mobileScores.bestPractices}</div>
            <span class="score-label">Best Practices</span>
          </div>
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(mobileScores.seo)}">${mobileScores.seo}</div>
            <span class="score-label">SEO</span>
          </div>
        </div>
      </div>

      <div class="card">
        <h2>Desktop Scores</h2>
        <div class="scores">
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(desktopScores.performance)}">${desktopScores.performance}</div>
            <span class="score-label">Performance</span>
          </div>
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(desktopScores.accessibility)}">${desktopScores.accessibility}</div>
            <span class="score-label">Accessibility</span>
          </div>
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(desktopScores.bestPractices)}">${desktopScores.bestPractices}</div>
            <span class="score-label">Best Practices</span>
          </div>
          <div class="score-item">
            <div class="score-circle" style="background: ${getScoreColor(desktopScores.seo)}">${desktopScores.seo}</div>
            <span class="score-label">SEO</span>
          </div>
        </div>
      </div>
    </div>

    <div class="grid">
      <div class="card">
        <h2>Core Web Vitals - Mobile</h2>
        <table class="vitals-table">
          <tr><th>Metric</th><th>Value</th><th>Status</th></tr>
          <tr>
            <td>Largest Contentful Paint (LCP)</td>
            <td>${webVitals.mobile.lcp?.displayValue || 'N/A'}</td>
            <td class="${(webVitals.mobile.lcp?.numericValue || 0) <= 2500 ? 'good' : (webVitals.mobile.lcp?.numericValue || 0) <= 4000 ? 'needs-improvement' : 'poor'}">${(webVitals.mobile.lcp?.numericValue || 0) <= 2500 ? 'Good' : (webVitals.mobile.lcp?.numericValue || 0) <= 4000 ? 'Needs Work' : 'Poor'}</td>
          </tr>
          <tr>
            <td>Total Blocking Time (TBT)</td>
            <td>${webVitals.mobile.tbt?.displayValue || 'N/A'}</td>
            <td class="${(webVitals.mobile.tbt?.numericValue || 0) <= 200 ? 'good' : (webVitals.mobile.tbt?.numericValue || 0) <= 600 ? 'needs-improvement' : 'poor'}">${(webVitals.mobile.tbt?.numericValue || 0) <= 200 ? 'Good' : (webVitals.mobile.tbt?.numericValue || 0) <= 600 ? 'Needs Work' : 'Poor'}</td>
          </tr>
          <tr>
            <td>Cumulative Layout Shift (CLS)</td>
            <td>${webVitals.mobile.cls?.displayValue || 'N/A'}</td>
            <td class="${(webVitals.mobile.cls?.numericValue || 0) <= 0.1 ? 'good' : (webVitals.mobile.cls?.numericValue || 0) <= 0.25 ? 'needs-improvement' : 'poor'}">${(webVitals.mobile.cls?.numericValue || 0) <= 0.1 ? 'Good' : (webVitals.mobile.cls?.numericValue || 0) <= 0.25 ? 'Needs Work' : 'Poor'}</td>
          </tr>
          <tr>
            <td>First Contentful Paint (FCP)</td>
            <td>${webVitals.mobile.fcp?.displayValue || 'N/A'}</td>
            <td class="${(webVitals.mobile.fcp?.numericValue || 0) <= 1800 ? 'good' : (webVitals.mobile.fcp?.numericValue || 0) <= 3000 ? 'needs-improvement' : 'poor'}">${(webVitals.mobile.fcp?.numericValue || 0) <= 1800 ? 'Good' : (webVitals.mobile.fcp?.numericValue || 0) <= 3000 ? 'Needs Work' : 'Poor'}</td>
          </tr>
          <tr>
            <td>Speed Index</td>
            <td>${webVitals.mobile.si?.displayValue || 'N/A'}</td>
            <td class="${(webVitals.mobile.si?.numericValue || 0) <= 3400 ? 'good' : (webVitals.mobile.si?.numericValue || 0) <= 5800 ? 'needs-improvement' : 'poor'}">${(webVitals.mobile.si?.numericValue || 0) <= 3400 ? 'Good' : (webVitals.mobile.si?.numericValue || 0) <= 5800 ? 'Needs Work' : 'Poor'}</td>
          </tr>
          <tr>
            <td>Time to Interactive (TTI)</td>
            <td>${webVitals.mobile.tti?.displayValue || 'N/A'}</td>
            <td class="${(webVitals.mobile.tti?.numericValue || 0) <= 3800 ? 'good' : (webVitals.mobile.tti?.numericValue || 0) <= 7300 ? 'needs-improvement' : 'poor'}">${(webVitals.mobile.tti?.numericValue || 0) <= 3800 ? 'Good' : (webVitals.mobile.tti?.numericValue || 0) <= 7300 ? 'Needs Work' : 'Poor'}</td>
          </tr>
        </table>
      </div>

      <div class="card">
        <h2>Score Comparison</h2>
        <div class="chart-container">
          <canvas id="comparisonChart"></canvas>
        </div>
      </div>
    </div>

    <div class="card">
      <h2>Optimization Opportunities</h2>
      <ul class="opportunities">
        ${opportunities.slice(0, 10).join('\n        ') || '<li>No significant issues found. Great job!</li>'}
      </ul>
    </div>

    <p class="timestamp">Generated on ${new Date().toLocaleString()}</p>
  </div>

  <script>
    new Chart(document.getElementById('comparisonChart'), {
      type: 'radar',
      data: {
        labels: ['Performance', 'Accessibility', 'Best Practices', 'SEO'],
        datasets: [
          {
            label: 'Mobile',
            data: [${mobileScores.performance}, ${mobileScores.accessibility}, ${mobileScores.bestPractices}, ${mobileScores.seo}],
            borderColor: '#4285f4',
            backgroundColor: 'rgba(66, 133, 244, 0.2)',
          },
          {
            label: 'Desktop',
            data: [${desktopScores.performance}, ${desktopScores.accessibility}, ${desktopScores.bestPractices}, ${desktopScores.seo}],
            borderColor: '#34a853',
            backgroundColor: 'rgba(52, 168, 83, 0.2)',
          }
        ]
      },
      options: {
        scales: { r: { beginAtZero: true, max: 100 } },
        plugins: { legend: { position: 'bottom' } }
      }
    });
  </script>
</body>
</html>`;
}

async function main() {
  try {
    console.log('Starting SEO analysis for:', url);
    console.log('');

    // Sequential requests to avoid rate limiting
    const mobile = await analyzeUrl(url, 'mobile');
    const desktop = await analyzeUrl(url, 'desktop');

    const report = generateReport(mobile, desktop, url);

    const fs = await import('fs');
    const outputPath = './seo-report.html';
    fs.writeFileSync(outputPath, report);

    // Print summary
    const m = mobile.lighthouseResult;
    const d = desktop.lighthouseResult;

    console.log('');
    console.log('=== SEO Analysis Complete ===');
    console.log('');
    console.log('Mobile Scores:');
    console.log(`  Performance:    ${Math.round(m.categories.performance.score * 100)}/100`);
    console.log(`  Accessibility:  ${Math.round(m.categories.accessibility.score * 100)}/100`);
    console.log(`  Best Practices: ${Math.round(m.categories['best-practices'].score * 100)}/100`);
    console.log(`  SEO:            ${Math.round(m.categories.seo.score * 100)}/100`);
    console.log('');
    console.log('Desktop Scores:');
    console.log(`  Performance:    ${Math.round(d.categories.performance.score * 100)}/100`);
    console.log(`  Accessibility:  ${Math.round(d.categories.accessibility.score * 100)}/100`);
    console.log(`  Best Practices: ${Math.round(d.categories['best-practices'].score * 100)}/100`);
    console.log(`  SEO:            ${Math.round(d.categories.seo.score * 100)}/100`);
    console.log('');
    console.log('Core Web Vitals (Mobile):');
    console.log(`  LCP: ${m.audits['largest-contentful-paint']?.displayValue || 'N/A'}`);
    console.log(`  TBT: ${m.audits['total-blocking-time']?.displayValue || 'N/A'}`);
    console.log(`  CLS: ${m.audits['cumulative-layout-shift']?.displayValue || 'N/A'}`);
    console.log('');
    console.log(`Report saved to: ${outputPath}`);
    console.log('Open the HTML file in a browser to view the interactive report.');

  } catch (error) {
    console.error('Error:', error);
    process.exit(1);
  }
}

main();

Run with:

npx ts-node analyze.ts https://eng0.ai YOUR_API_KEY

Output

The skill generates:

  1. Console Summary - Quick overview of all scores
  2. seo-report.html - Interactive HTML report with:
    • Mobile & Desktop score cards
    • Core Web Vitals table with status indicators
    • Radar chart comparing mobile vs desktop
    • Top optimization opportunities

Metrics Explained

Lighthouse Scores (0-100)

  • Performance: Page load speed and interactivity
  • Accessibility: How accessible the page is to users with disabilities
  • Best Practices: Modern web development standards
  • SEO: Search engine optimization basics

Core Web Vitals

MetricGoodNeeds WorkPoor
LCP (Largest Contentful Paint)< 2.5s2.5-4s> 4s
TBT (Total Blocking Time)< 200ms200-600ms> 600ms
CLS (Cumulative Layout Shift)< 0.10.1-0.25> 0.25

API Details

Uses Google PageSpeed Insights API v5:

  • Free: No API key required for basic usage
  • Rate Limit: ~25 requests per 100 seconds
  • Data: Real Lighthouse audit results

Example Output

=== SEO Analysis Complete ===

Mobile Scores:
  Performance:    89/100
  Accessibility:  95/100
  Best Practices: 100/100
  SEO:            91/100

Core Web Vitals (Mobile):
  LCP: 1.8 s
  TBT: 150 ms
  CLS: 0.02

Report saved to: ./seo-report.html

FAQ

What does the seo-analytics skill do?

Generate visual SEO analysis reports using Google PageSpeed Insights API. Use when user asks to analyze website performance, SEO scores, Core Web Vitals, or page speed. Outputs an interactive HTML report with charts and actionable recommendations.

How do I install seo-analytics?

Run npx skills add https://github.com/rebyteai-template/rebyte-skills --skill seo-analytics in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/seo-analytics/ (personal) or .claude/skills/seo-analytics/ (project).

Which AI agents can use seo-analytics?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is seo-analytics safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains seo-analytics?

It is published by rebyteai-template in rebyteai-template/rebyte-skills. It has 71 recorded installs.

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