Key Features

• AI-powered bundle creation from product selections or collections
• A/B testing to optimize bundle configurations and pricing
• Quantity breaks and volume discounts with flexible percentage or fixed pricing
• Analytics dashboard tracking bundle revenue and performance metrics
• Brand-aligned customization with color adjustments and design options

Verdict on Ghost

Ghost is the go-to choice for data-driven merchants who want to optimize bundles through A/B testing. The AI-powered suggestions and built-in testing framework set it apart from competitors that rely on manual configuration. The free plan includes A/B testing and analytics — features that other apps charge for. It is still a newer app, but the Built for Shopify badge and multi-language support signal serious quality.

Key Features

• Customize design and layout to match your brand aesthetic
• Display bundles on dedicated pages or embed on product/collection pages
• Single and multiple SKU support with automatic inventory tracking
• Mix-and-match, custom bundles, and gift boxes in one platform
• Fixed, flat, and tiered discounts with conditional logic

Verdict on Advanced

Advanced Bundle Builder by Polar Bear Commerce offers solid bundle building with Built for Shopify certification at a competitive $9.99/month. The personal account manager is a nice touch for setup assistance. At 4.6 stars with 17 reviews, it is still growing but the conditional logic and multi-layout support make it a capable option.