Fit Quiz: Size recommendation vs Trusted Product Tabs with AIfor Shopify (2026)
Fit Quiz: Size recommendation and Trusted Product Tabs with AI are distinct Shopify apps catering to different merchant needs. Fit Quiz directly tackles the challenge of incorrect sizing in clothing and footwear, aiming to boost sales and reduce returns by offering personalized size recommendations through an interactive quiz. It focuses on improving the customer experience during product selection by eliminating the need for manual size chart interpretation. Trusted Product Tabs with AI, on the other hand, falls into the broader category of product display, presumably enhancing the presentation and information available for all products, regardless of category, using AI-powered features. The key difference lies in their core functions: Fit Quiz offers a specialized solution to sizing issues in apparel, while Trusted Product Tabs enhances product presentation across diverse product categories.
At a Glance
Fit Quiz: Size recommendation
32 reviews
Trusted Product Tabs with AI
91 reviews
Detailed Overview
Fit Quiz: Size recommendation
Recommend the correct size for clothes and shoes – get more sales and fewer returns
Key Features
- More sales and fewer returns for clothing and footwear brands (including unisex)
- Customize the design (colours, fonts, icons) and enable multi-language support
- Easy to set up, no size charts or garment measurements required
- Additional recommendations – length, width, fit
- Performance reports and analytics on sizing & fitting preferences of shoppers
Feature Comparison
| Rating | 4.5/5 | 5/5 |
Rating Fit Quiz: Size recommendation4.5/5 Trusted Product Tabs with AI5/5 | ||
| Reviews | 32 | 91 |
Reviews Fit Quiz: Size recommendation32 Trusted Product Tabs with AI91 | ||
| Focus | Size Recommendations (Apparel & Footwear) | Product Display Enhancement (All Products) |
Focus Fit Quiz: Size recommendationSize Recommendations (Apparel & Footwear) Trusted Product Tabs with AIProduct Display Enhancement (All Products) | ||
| Key Benefit | Reduced Returns, Increased Sales | Improved Product Information, Higher Conversion (Implied) |
Key Benefit Fit Quiz: Size recommendationReduced Returns, Increased Sales Trusted Product Tabs with AIImproved Product Information, Higher Conversion (Implied) | ||
| Target Merchant | Clothing & Footwear Retailers | All Shopify Merchants |
Target Merchant Fit Quiz: Size recommendationClothing & Footwear Retailers Trusted Product Tabs with AIAll Shopify Merchants | ||
| Ease of Use | Easy Setup, No Size Charts Needed | AI-Powered, Simplifying Product Information (Implied) |
Ease of Use Fit Quiz: Size recommendationEasy Setup, No Size Charts Needed Trusted Product Tabs with AIAI-Powered, Simplifying Product Information (Implied) | ||
| Value Proposition | Accurate size recommendations leading to better customer satisfaction and reduced return rate. | Enhanced product presentation & improved conversion rates through AI-driven product tabs. |
Value Proposition Fit Quiz: Size recommendationAccurate size recommendations leading to better customer satisfaction and reduced return rate. Trusted Product Tabs with AIEnhanced product presentation & improved conversion rates through AI-driven product tabs. | ||
| Kidswear Support | No | Likely Yes (as applicable to any product) |
Kidswear Support Fit Quiz: Size recommendationNo Trusted Product Tabs with AILikely Yes (as applicable to any product) | ||
Our Verdict
For merchants selling clothing and footwear, particularly those struggling with high return rates due to sizing issues, Fit Quiz: Size recommendation is the more relevant choice. Its specialized focus on size recommendations can directly address a key pain point. However, if a merchant is looking for a general solution to enhance product presentation and provide more informative product pages across all product categories, Trusted Product Tabs with AI offers broader applicability. While the higher rating and larger number of reviews for Trusted Product Tabs with AI are noteworthy, the ultimate decision should be driven by the merchant's specific needs and product offerings.
Common Questions
Which app is better for a clothing store?
Fit Quiz: Size recommendation is specifically designed for clothing and footwear retailers, making it a more suitable choice for improving sizing accuracy and reducing returns.
Which app is better for a general store selling various products?
Trusted Product Tabs with AI is likely a better fit for general stores as it enhances product presentation across all product categories, leveraging AI for improved customer experience.
Does Fit Quiz require manual input of garment measurements?
No, Fit Quiz is designed to be easy to set up and does not require manual input of size charts or garment measurements.
Does Trusted Product Tabs with AI offer personalized recommendations?
Based on the description, Trusted Product Tabs with AI primarily focuses on product information and doesn't appear to offer personalized recommendations like Fit Quiz.
Which app focuses on reducing returns?
Fit Quiz: Size recommendation explicitly aims to reduce returns by providing accurate size recommendations for clothing and footwear.
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