Optional Improvements
Category F
Performance & Accessibility
Boost page speed and accessibility for better AI and user experience
📋 Overview
Page performance and accessibility are critical quality signals for LLMs. Fast-loading, accessible pages demonstrate technical excellence and user-first design, making them more likely to be recommended by AI systems.
🎯 Why Performance Matters
LLMs consider performance because:
- Speed indicates quality: Fast sites suggest professional development
- User satisfaction: Better performance = better user experience
- Mobile-first indexing: Mobile performance is especially critical
- Accessibility signals: Accessible sites demonstrate inclusivity
🔧 Core Web Vitals
Google's Core Web Vitals are key performance metrics:
1. Largest Contentful Paint (LCP)
What it measures: Loading performance
Target: Under 2.5 seconds
How to improve:
- Optimize images (compress, use WebP, lazy load)
- Reduce server response time
- Remove render-blocking resources
- Use a CDN for static assets
2. First Input Delay (FID)
What it measures: Interactivity
Target: Under 100 milliseconds
How to improve:
- Minimize JavaScript execution
- Break up long tasks
- Use web workers for heavy processing
- Optimize third-party scripts
3. Cumulative Layout Shift (CLS)
What it measures: Visual stability
Target: Under 0.1
How to improve:
- Set size attributes on images and videos
- Reserve space for ads and embeds
- Avoid inserting content above existing content
- Use transform animations instead of layout-triggering properties
⚡ Performance Optimization Techniques
Image Optimization
- Compress images (aim for < 100KB)
- Use modern formats (WebP, AVIF)
- Implement lazy loading
- Use responsive images (srcset)
- Remove image metadata
Code Optimization
- Minify CSS, JavaScript, and HTML
- Remove unused CSS and JavaScript
- Enable compression (Gzip or Brotli)
- Defer non-critical JavaScript
- Inline critical CSS
Server Optimization
- Use HTTP/2 or HTTP/3
- Enable browser caching
- Implement CDN
- Optimize database queries
- Use server-side caching
Resource Loading
- Preload critical resources
- Prefetch next-page resources
- Use dns-prefetch for external domains
- Lazy load images and videos
- Defer third-party scripts
♿ Accessibility Optimization
Essential Accessibility Features
- Alt text: Descriptive text for all images
- Semantic HTML: Proper use of headings, lists, landmarks
- Keyboard navigation: All functionality accessible via keyboard
- Color contrast: 4.5:1 ratio for normal text, 3:1 for large text
- Form labels: Every input has an associated label
- ARIA labels: For complex interactive elements
WCAG 2.1 Level AA Compliance
- Text alternatives for non-text content
- Captions for audio and video
- Content is keyboard accessible
- Users have enough time to read content
- No content flashing more than 3 times per second
- Clear page titles and headings
- Consistent navigation across pages
✅ Performance Checklist
- □ LCP under 2.5 seconds
- □ FID under 100 milliseconds
- □ CLS under 0.1
- □ Images optimized and compressed
- □ CSS and JavaScript minified
- □ Browser caching enabled
- □ CDN implemented
- □ Lazy loading enabled for images
- □ Third-party scripts deferred
- □ Mobile performance optimized
✅ Accessibility Checklist
- □ All images have alt text
- □ Proper heading hierarchy (H1 > H2 > H3)
- □ Color contrast meets WCAG AA standards
- □ Forms have labels and helpful errors
- □ Site is navigable by keyboard
- □ Focus indicators are visible
- □ Links have descriptive text
- □ Page has descriptive title
- □ Language is declared in HTML
- □ No automatic audio or video playback
🚀 Quick Wins
- Compress images: Use TinyPNG or similar tool (aim for 70-80% reduction)
- Enable caching: Set cache headers for static resources (1 year)
- Add alt text: Describe every image (5-15 words)
- Minify code: Use build tools to minify CSS/JS
- Lazy load images: Add loading="lazy" to img tags
📊 Performance Targets
| Metric | Good | Needs Improvement | Poor |
|---|---|---|---|
| LCP | ≤ 2.5s | 2.5s - 4s | > 4s |
| FID | ≤ 100ms | 100ms - 300ms | > 300ms |
| CLS | ≤ 0.1 | 0.1 - 0.25 | > 0.25 |
🔧 Testing Tools
- PageSpeed Insights - Core Web Vitals and performance
- WebPageTest - Detailed performance analysis
- WAVE - Accessibility evaluation
- Lighthouse - Comprehensive auditing
- GTmetrix - Performance monitoring
📚 Image Optimization Tools
- TinyPNG - Smart PNG and JPEG compression
- Squoosh - Modern image compression
- ImageOptim - Mac app for image optimization
- Cloudinary - Image CDN with automatic optimization
Need More Help?
If you're still experiencing issues after following this guide, consider:
- Running another scan to check your improvements
- Consulting with an SEO specialist for advanced optimization
- Exploring other guides in the AI Academy