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

• Product, variant, or regimen recommendations via AI or manual tagging
• Dynamic result pages with custom messaging and redirects
• Integrations with Klaviyo, Recharge, Omnisend, Zapier, Google Analytics, Facebook Pixel
• Page, embedded, and pop-up quiz formats with conditional logic
• Support for 23 languages including Arabic, Dutch, French, German, Japanese

Verdict on VQB:

VQB is the best quiz-based product recommendation tool in the Shopify ecosystem. With 4.9 stars across 88 reviews and a Built for Shopify badge, it is proven and reliable. The quiz approach works especially well for stores with complex catalogs where customers need guidance. The Klaviyo and Omnisend integrations make zero-party data actionable.