Shopify App Comparison 2026

Advanced Bundle Builder | PBC

4.617 reviews
VS

StellaAI: AI Beauty Engine

0.00 reviews

Which Shopify upsell app increases AOV more? Compare pricing, features, ratings & real merchant reviews for Advanced and StellaAI: AI Beauty Engine to find the best fit for your store.

Built for Shopify

Increase AOV with custom gift boxes, mix-and-match bundles, and volume discounts.

View Full Details

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.

AI-powered beauty analysis and personalized product recommendations for Shopify beauty brands.

View Full Details

Key Features

  • Beauty analysis funnels for makeup shades, skincare, and haircare
  • Dynamic recommendations based on zero-party data
  • PDP personalization and upselling for returning visitors
  • Beauty-specific AI chat agent for real-time consultations
  • Seamless integration adapted to your store design and UX

Verdict on StellaAI:

StellaAI is a free, beauty-specific AI engine with impressive features like shade matching and skincare analysis. Being completely free is unusual for this feature set. However, zero reviews means it is entirely unvalidated. Best for beauty brands willing to experiment with AI personalization at no cost.

Frequently Asked Questions

Can I embed bundles on product pages?

Yes, you can display bundles on dedicated pages or embed them directly on product and collection pages for maximum visibility.

Does it track inventory automatically?

Yes, Advanced Bundle Builder supports both single and multiple SKU modes with automatic inventory tracking to prevent overselling.

Is StellaAI only for beauty brands?

Yes, StellaAI is specifically designed for beauty brands with features like shade matching, skincare routines, and haircare analysis. It is not suitable for general product stores.