# Constructor vs Luigi's Box Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Luigi's Box excels in overall user satisfaction, reflected in its higher G2 Scores across multiple categories, particularly in E-Commerce Search, where users appreciate its ability to improve conversions and sales through effective product recommendations.
- **Users say** that Luigi's Box offers an intuitive interface that simplifies the product discovery process, with one reviewer highlighting its effectiveness in helping customers find what they want, which is crucial for enhancing user experience.
- **According to verified reviews** , Constructor shines in its ability to deliver personalized search results that adapt to user behavior, making it a strong contender for businesses focused on engagement and real-time adjustments to search results.
- **Reviewers mention** that while Constructor has a robust JavaScript API that is easy to configure, Luigi's Box stands out for its comprehensive analytics capabilities, allowing users to customize their experience and integrate seamlessly into existing services.
- **Users highlight** that Luigi's Box provides a smoother setup experience compared to Constructor, with many noting that the migration process was straightforward, which is a significant advantage for businesses looking to implement new solutions quickly.
- **G2 reviewers indicate** that while both products have similar star ratings, the sheer volume of reviews for Luigi's Box suggests a more reliable consensus on its performance, with recent feedback emphasizing its effectiveness in enhancing online store functionality.



| | Constructor | Luigi's Box | 
|---|---|---|
| **Star Rating** | 4.8 out of 5 | 4.8 out of 5 | 
| **Total Reviews** | 58 | 425 | 
| **Largest Market Segment** | Enterprise (46.3% of reviews) | Small-Business (59.7% of reviews) | 
| **Entry Level Price** | Free | Free Trial | 

---
## Top Pros & Cons

### Constructor

Pros:
- Ease of Use (13 reviews)
- Customer Support (11 reviews)

Cons:
- Improvement Needed (5 reviews)
- Missing Features (5 reviews)

### Luigi's Box

Pros:
- Search Functionality (143 reviews)
- Search Efficiency (141 reviews)

Cons:
- Expensive (24 reviews)
- Setup Difficulty (21 reviews)

---
## Ratings Comparison
| Rating | Constructor | Luigi's Box | 
|---|---|---|
  | **Meets Requirements** | 9.2 (51 reviews) | 9.3 (276 reviews) | 
  | **Ease of Use** | 9.4 (51 reviews) | 9.1 (303 reviews) | 
  | **Ease of Setup** | 7.8 (38 reviews) | 8.8 (223 reviews) | 
  | **Ease of Admin** | 9.0 (34 reviews) | 8.9 (160 reviews) | 
  | **Quality of Support** | 9.6 (51 reviews) | 9.6 (274 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.6 (34 reviews) | 9.4 (158 reviews) | 
  | **Product Direction (% positive)** | 9.8 (48 reviews) | 9.4 (265 reviews) | 

---
## Pricing

### Constructor

#### Entry-Level Pricing

Plan: Value Assessment 

Price: Free

Description: Test Constructor on your sites or apps with our Proof Schedule, a 4-week revenue opportunity assessment using your real catalog and your real traffic.  

Key Features:
- Live beacon for your site
- Live traffic analysis
- ROI projection

[Browse all 6 editions](https://www.g2.com/products/constructor-io-constructor/pricing)

#### Free Trial

Yes

### Luigi's Box

#### Entry-Level Pricing

Plan: Search

Price: Free Trial

Description: Search that boosts conversions.

Key Features:
- AI-powered engine
- Self service API integration
- Typo correction & tolerance

[Browse all 4 editions](https://www.g2.com/products/luigi-s-box/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### E-Commerce Personalization

| Product | Score | Reviews |
|---|---|---|
| **Constructor** | 8.7/10 | 15 |
| **Luigi's Box** | 9.1/10 | 65 |

#### Visitor Behavior

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Monitoring** | 8.8 (10 reviews) | 9.3 (63 reviews) | 
| **Targeting** | 9.5 (10 reviews) | 9.3 (63 reviews) | 
| **Guided Selling** | 8.8 (10 reviews) | 8.9 (62 reviews) | 

#### Templates

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Library** | Feature Not Available | 8.8 (62 reviews) | 
| **Customization** | Feature Not Available | 8.7 (61 reviews) | 
| **Optimization** | Feature Not Available | 9.2 (61 reviews) | 

#### Personalization

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Recommendation** | 9.6 (12 reviews) | 9.3 (61 reviews) | 
| **Content** | 9.5 (10 reviews) | 9.2 (59 reviews) | 
| **Search** | 9.5 (13 reviews) | 9.4 (62 reviews) | 
| **Personalization Engine** | 9.1 (13 reviews) | 9.3 (58 reviews) | 
| **Product Recommendations** | 9.4 (11 reviews) | 9.3 (58 reviews) | 
| **A/B Testing** | 9.2 (14 reviews) | 8.6 (51 reviews) | 
| **Personalized Messaging** | 6.7 (8 reviews) | Feature Not Available | 

#### Multichannel

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Web** | 9.4 (9 reviews) | 9.2 (55 reviews) | 
| **Email** | 5.6 (8 reviews) | 8.5 (52 reviews) | 
| **Mobile** | 9.3 (9 reviews) | 8.9 (52 reviews) | 

#### Administration 

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Marketing Campaigns** | 6.5 (9 reviews) | Feature Not Available | 
| **Reports & Analytics** | 8.8 (11 reviews) | 9.4 (55 reviews) | 
| **User Data** | 9.1 (9 reviews) | 9.2 (53 reviews) | 
| **Integrations** | 8.3 (8 reviews) | 9.1 (52 reviews) | 

#### Agentic AI - E-Commerce Personalization

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Natural Language Interaction** | Not enough data | Feature Not Available | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### E-Commerce Analytics

| Product | Score | Reviews |
|---|---|---|
| **Constructor** | N/A | N/A |
| **Luigi's Box** | 9.2/10 | 73 |

#### Analytics

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Reports** | Not enough data | 9.4 (70 reviews) | 
| **Dashboard** | Not enough data | 9.4 (68 reviews) | 
| **Web Analytics** | Not enough data | 9.4 (68 reviews) | 
| **Campaign Tracking** | Not enough data | 9.1 (64 reviews) | 
| **Customer Demographics** | Not enough data | Feature Not Available | 
| **Predictive Analytics** | Not enough data | Feature Not Available | 

#### Administration

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Data Storage** | Not enough data | 9.1 (64 reviews) | 
| **A/B Testing** | Not enough data | 8.7 (59 reviews) | 
| **Integrations** | Not enough data | 9.2 (62 reviews) | 

#### Generative AI

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 

#### Agentic AI - E-Commerce Analytics

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Multi-step Planning** | Not enough data | Feature Not Available | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### E-Merchandising

| Product | Score | Reviews |
|---|---|---|
| **Constructor** | 9.1/10 | 10 |
| **Luigi's Box** | 9.6/10 | 50 |

#### Merchandising

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Product Recommendations** | 9.8 (8 reviews) | 9.6 (44 reviews) | 
| **Product Search** | 10.0 (9 reviews) | 9.7 (47 reviews) | 
| **Product Display** | 8.9 (6 reviews) | 9.5 (18 reviews) | 
| **Web Content Management** | Feature Not Available | 9.4 (16 reviews) | 

#### Analytics

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Reports & Analytics** | 9.0 (8 reviews) | 9.7 (49 reviews) | 
| **Customer Data** | 9.0 (7 reviews) | 9.5 (46 reviews) | 

#### Administration

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Integrations** | 8.1 (6 reviews) | 9.5 (44 reviews) | 
| **Dashboard** | 8.6 (7 reviews) | 9.6 (47 reviews) | 

### Enterprise Search Software

| Product | Score | Reviews |
|---|---|---|
| **Constructor** | 9.3/10 | 9 |
| **Luigi's Box** | N/A | N/A |

#### Compatibility

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Federated Search** | Not enough data | Not enough data | 
| **File Types** | Not enough data | Not enough data | 
| **Global Language Support** | Not enough data | Not enough data | 

#### Agentic AI - Enterprise Search Software

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Search Queries

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Typo Tolerance** | 9.4 (8 reviews) | Not enough data | 
| **Faceted Search** | 9.7 (6 reviews) | Not enough data | 
| **Synonyms** | 9.8 (8 reviews) | Not enough data | 
| **Highlighting** | 8.6 (6 reviews) | Not enough data | 
| **Natural Language** | 9.3 (7 reviews) | Not enough data | 

#### AI powered search - Enterprise Search Software

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Generative RAG (Retrieval augmented generation)** | Not enough data | Not enough data | 
| **Relevance Tuning** | Not enough data | Not enough data | 
| **NLP & Semantic search** | Not enough data | Not enough data | 

#### Functionality

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Personalization** | 9.7 (6 reviews) | Not enough data | 
| **Search Analytics** | 8.3 (7 reviews) | Not enough data | 
| **Integrations** | 9.2 (6 reviews) | Not enough data | 

#### Compatibility - Enterprise Search Software

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **File Types** | Not enough data | Not enough data | 
| **Federated Search** | Not enough data | Not enough data | 
| **Global Language Support** | Not enough data | Not enough data | 

#### Functionality - Enterprise Search Software

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Search Analytics** | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | 

#### Search Queries - Enterprise Search Software

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Highlighting** | Not enough data | Not enough data | 
| **Faceted Search** | Not enough data | Not enough data | 
| **Typo Tolerance** | Not enough data | Not enough data | 
| **Synonyms** | Not enough data | Not enough data | 

### E-Commerce Search

| Product | Score | Reviews |
|---|---|---|
| **Constructor** | 9.1/10 | 41 |
| **Luigi's Box** | 9.0/10 | 198 |

#### Search Setup

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Indexing** | 8.9 (32 reviews) | 9.1 (179 reviews) | 
| **Auto Complete** | 9.4 (29 reviews) | 9.2 (188 reviews) | 
| **Product Information** | 9.3 (27 reviews) | 9.2 (178 reviews) | 
| **Stemming** | 9.1 (17 reviews) | 8.9 (162 reviews) | 

#### Product Discovery

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Recommendations** | 9.3 (19 reviews) | 9.1 (179 reviews) | 
| **Conversion** | 9.0 (26 reviews) | 8.8 (175 reviews) | 
| **Personalization** | 8.7 (29 reviews) | 8.9 (168 reviews) | 
| **Faceted Search** | 9.1 (27 reviews) | 8.9 (161 reviews) | 
| **Ranking and Relevancy** | 9.7 (31 reviews) | 9.0 (165 reviews) | 

#### Integration

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **E-Commerce** | 9.2 (25 reviews) | 9.4 (177 reviews) | 
| **PIM** | 8.3 (13 reviews) | 8.7 (136 reviews) | 
| **Merchadising** | 8.9 (25 reviews) | 8.9 (141 reviews) | 

### A/B Testing

| Product | Score | Reviews |
|---|---|---|
| **Constructor** | 8.8/10 | 8 |
| **Luigi's Box** | N/A | N/A |

#### Computing

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **WYSIWYG** | Feature Not Available | Not enough data | 
| **AI/Machine Learning** | 9.2 (6 reviews) | Not enough data | 
| **Little to No Coding** | 6.7 (5 reviews) | Not enough data | 

#### Experimental Design

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Multivariate testing capacities** | 9.0 (5 reviews) | Not enough data | 
| **Concurrent Testing** | 9.0 (5 reviews) | Not enough data | 
| **Mobile Testing** | 9.0 (5 reviews) | Not enough data | 

#### Analytics

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Reporting and Analytics** | 9.6 (8 reviews) | Not enough data | 
| **Heatmaps** | Feature Not Available | Not enough data | 

#### Agentic AI - A/B Testing

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Site Search Software

| Product | Score | Reviews |
|---|---|---|
| **Constructor** | N/A | N/A |
| **Luigi's Box** | 9.0/10 | 14 |

#### Agentic AI - Site Search

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Adaptive Learning** | Not enough data | 9.0 (8 reviews) | 
| **Natural Language Interaction** | Not enough data | Feature Not Available | 
| **Proactive Assistance** | Not enough data | 8.3 (8 reviews) | 
| **Decision Making** | Not enough data | 8.8 (8 reviews) | 

#### Search Experience Management - Site Search

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Query Suggestions** | Not enough data | 9.4 (8 reviews) | 
| **Typo Tolerance** | Not enough data | 9.1 (9 reviews) | 
| **Synonyms** | Not enough data | 9.3 (9 reviews) | 
| **Natural Language** | Not enough data | 9.2 (8 reviews) | 
| **Rankings** | Not enough data | 9.0 (8 reviews) | 
| **Personalization** | Not enough data | 8.5 (8 reviews) | 

#### Functionality - Site Search

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Search Analytics** | Not enough data | 9.3 (12 reviews) | 
| **Integrations** | Not enough data | 9.0 (10 reviews) | 
| **Federated Search** | Not enough data | 8.8 (8 reviews) | 
| **Multi-Language Support** | Not enough data | 9.0 (7 reviews) | 

#### Generative AI - Site Search

| Feature | Constructor | Luigi's Box | 
|---|---|---|
| **Text Generation** | Not enough data | Feature Not Available | 
| **Text Summarization** | Not enough data | Feature Not Available | 

---
## Categories
**Shared Categories (3):** [E-Commerce Search Software](https://www.g2.com/categories/e-commerce-search), [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization), [E-Merchandising Software](https://www.g2.com/categories/e-merchandising)

**Unique to Constructor (2):** [A/B Testing Tools](https://www.g2.com/categories/a-b-testing-tools), [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software)

**Unique to Luigi's Box (2):** [E-Commerce Analytics Software](https://www.g2.com/categories/e-commerce-analytics), [Site Search Software](https://www.g2.com/categories/site-search-software)


---
## Reviewer Demographics

### By Company Size

| Segment | Constructor | Luigi's Box | 
|---|---|---|
| **Small-Business** | 13.0% | 59.7% | 
| **Mid-Market** | 40.7% | 35.6% | 
| **Enterprise** | 46.3% | 4.8% | 

### By Industry

#### Constructor

- **Retail:** 50.9%
- **Apparel & Fashion:** 11.3%
- **Cosmetics:** 9.4%
- **Consumer Goods:** 3.8%
- **Consumer Services:** 1.9%
- **Fine Art:** 1.9%
- **Food & Beverages:** 1.9%
- **Hospital & Health Care:** 1.9%
- **Information Technology and Services:** 1.9%
- **International Trade and Development:** 1.9%
- **Other:** 13.2%

#### Luigi's Box

- **Retail:** 16.7%
- **Marketing and Advertising:** 11.0%
- **Consumer Goods:** 6.2%
- **Apparel & Fashion:** 6.0%
- **Furniture:** 5.3%
- **Health, Wellness and Fitness:** 4.1%
- **Wholesale:** 3.6%
- **Cosmetics:** 3.1%
- **Consumer Electronics:** 2.9%
- **Automotive:** 2.9%
- **Other:** 38.3%

---
## Alternatives

### Alternatives to Constructor

- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (765 reviews)
- [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (451 reviews)
- [Coveo](https://www.g2.com/products/coveo/reviews) — 4.3/5 stars (142 reviews)
- [Doofinder](https://www.g2.com/products/doofinder/reviews) — 4.7/5 stars (490 reviews)
- [Yext](https://www.g2.com/products/yext/reviews) — 4.4/5 stars (1120 reviews)
- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1356 reviews)
- [Guru](https://www.g2.com/products/guru/reviews) — 4.7/5 stars (2317 reviews)
- [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews) — 4.4/5 stars (928 reviews)
- [Adobe Commerce (formerly Magento Commerce)](https://www.g2.com/products/adobe-commerce-formerly-magento-commerce/reviews) — 4.0/5 stars (600 reviews)
- [Netcore Customer Engagement Platform](https://www.g2.com/products/netcore-customer-engagement-platform/reviews) — 4.5/5 stars (567 reviews)

### Alternatives to Luigi's Box

- [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (451 reviews)
- [Athos Commerce](https://www.g2.com/products/athos-commerce-athos-commerce/reviews) — 4.5/5 stars (221 reviews)
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (765 reviews)
- [Doofinder](https://www.g2.com/products/doofinder/reviews) — 4.7/5 stars (490 reviews)
- [Yext](https://www.g2.com/products/yext/reviews) — 4.4/5 stars (1120 reviews)
- [Adobe Commerce (formerly Magento Commerce)](https://www.g2.com/products/adobe-commerce-formerly-magento-commerce/reviews) — 4.0/5 stars (600 reviews)
- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1356 reviews)
- [Mixpanel](https://www.g2.com/products/mixpanel/reviews) — 4.5/5 stars (1333 reviews)
- [Fullstory](https://www.g2.com/products/fullstory/reviews) — 4.5/5 stars (1048 reviews)
- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 reviews)

---
## Top Discussions

### Constructor

No discussions available for this product.

### Luigi's Box

- Title: [What is Luigi's Box used for?](https://www.g2.com/discussions/what-is-luigi-s-box-used-for) — 1 comment
  > **Top comment:** "Luigi’s Box is used for improving e-commerce shopping experiences for customers, while increasing conversions, sales, and revenue for businesses. These..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/constructor-io-constructor-vs-luigi-s-box)