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概览

A/B Creative Lab generates multiple variations of your ad creative automatically, allowing you to test different approaches without manual design work. Upload one creative and get 4-10 variants testing different copy, colors, layouts, emotional appeals, and more.

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How It Works

  1. Upload Original Creative: Upload your base ad image or creative
  2. Add Context: Enter product name, headline, and CTA
  3. Select Variation Type: Choose what aspect to test
  4. Set Variant Count: Choose 4, 6, 8, or 10 variants
  5. Generate: Create all variations instantly
  6. Pick Winner: Vote for the best performing variant

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Variation Types

Choose from 6 different variation approaches:

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Copy Variations ✍️

Same image, different headlines and CTAs. Test messaging impact.

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Color Schemes 🎨

Same layout, different color palettes. Test visual appeal.

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Layout Shifts 📐

Same elements, different arrangements. Test composition effectiveness.

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Style Transfer 🖌️

Same product, different visual styles. Test aesthetic preferences.

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Audience Targeted 👥

Tailored for different demographics. Test audience-specific messaging.

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Emotional Angles 💭

Different emotional appeals (urgency, trust, excitement). Test psychological triggers.

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Variant Count Options

Choose how many variations to generate:
  • 4 Variants: Quick testing (4 credits)
  • 6 Variants: Standard testing (6 credits)
  • 8 Variants: Comprehensive testing (8 credits)
  • 10 Variants: Maximum testing (10 credits)

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Credits

Each variant costs 1 credit (1K resolution). Total cost = variant count × 1 credit.

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功能

  • 6 Variation Types: Test different creative dimensions
  • Flexible Variant Count: 4-10 variants per test
  • Context Preservation: Maintains product and brand consistency
  • Winner Selection: Click to pick the best performing variant
  • Variant Labels: Each variant labeled (A, B, C, etc.) for tracking
  • Gallery View: Side-by-side comparison of all variants
  • Real-time Processing: See variants appear as they complete

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使用场景

  • Facebook/Instagram ad testing
  • Landing page hero image variations
  • Email header A/B tests
  • Banner ad optimization
  • Product launch creative testing
  • Seasonal campaign variations
  • Multi-market creative adaptation

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技术 Details

  • Model: nano-banana (fast generation)
  • Aspect Ratio: 1:1 (square format, optimized for social ads)
  • Resolution: 1K (1024×1024)
  • Processing Time: ~30-60 seconds per variant
  • Source Tracking: All images tagged with source: ab-creative-lab
  • Metadata: Each variant includes variation type and index

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Testing Strategy

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最佳实践

  1. Test One Variable at a Time: Choose one variation type per test
  2. Use Enough Variants: 6-8 variants provides statistical confidence
  3. Document Results: Track which variants perform best in real campaigns
  4. Iterate: Use winning variants as new baselines for further testing

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Testing Sequence Recommendation

  1. Start with Copy Variations: Test messaging first (highest impact)
  2. Then Test Colors: Once copy is optimized, test visual appeal
  3. Optimize Layout: Fine-tune composition with winning copy/colors
  4. Test Emotional Angles: Refine psychological positioning
  5. Audience Targeting: Create audience-specific variants last

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提示

  • Use high-quality original creatives for best results
  • Provide clear, specific headlines and CTAs for context
  • Test copy variations first—they typically have the biggest impact
  • Run actual ad campaigns with top 2-3 variants to validate
  • Document winning patterns to build a creative playbook
  • Use the winner selection feature to track historical performance
  • Consider testing 6-8 variants for balanced coverage vs. cost