The Challenge
Navigating a Complex Product Catalog
Heavenshop has built a reputation as a go-to destination for quality bathroom fixtures and components in Slovakia. Operating with thousands of products spanning faucets, shower enclosures, bathtubs, sinks, WC modules, and bathroom furniture, the company faced a familiar e-commerce challenge: helping customers find the right products in a vast and technically complex catalog.
Key pain points included:
- Technical Complexity — Bathroom renovations involve compatibility concerns (pipe sizes, mounting types, water pressure requirements) that overwhelm typical online shoppers
- High Consideration Purchase — Bathroom fixtures are significant investments requiring confidence in quality, fit, and style matching
- Customer Support Volume — Repetitive questions about product specifications, compatibility, and installation consumed valuable support team resources
- Conversion Drop-off — Uncertain shoppers frequently abandoned their sessions, unsure which products would work for their specific bathroom setup
- Limited Expert Guidance — The existing shopping experience lacked the consultative expertise customers would receive from a specialized bathroom consultant
The Goal
Heavenshop sought a solution that could replicate the expertise of a professional bathroom consultant in the digital environment—providing personalized recommendations, answering technical questions instantly, and guiding uncertain shoppers toward confident purchase decisions, all while operating 24/7 without scaling support costs.
- Customers overwhelmed by technical specifications
- High cart abandonment due to uncertainty
- Support team flooded with repetitive questions
- Slow response times during peak hours
- Limited guidance for complex renovations
- Instant technical compatibility guidance
- 13× higher conversion for engaged visitors
- AI handles common questions autonomously
- 24/7 instant responses, no waiting
- Personalized product recommendations
The Solution
Selzee: An AI Bathroom Consultant That Never Sleeps
Selzee is an AI-powered shopping assistant designed specifically for e-commerce, functioning as a virtual bathroom consultant that actively engages visitors, recommends products, and resolves customer inquiries in real-time.
Core capabilities deployed for Heavenshop:
- Personalized Product Recommendations — AI trained on the full Heavenshop catalog to suggest fixtures based on customer bathroom dimensions, style preferences, and technical requirements
- Technical Compatibility Guidance — Ability to explain mounting types, water connections, and product specifications in simple terms
- 24/7 Availability — Round-the-clock support ensuring no customer inquiry goes unanswered, regardless of time or shopping hours
- Slovak Language Support — Native assistance for Slovak customers with localized product knowledge
- Seamless Integration — One-line code implementation with daily retraining on updated product catalog
Implementation Approach
The deployment followed Selzee's streamlined integration process:
- Catalog Ingestion — Full synchronization with Heavenshop's extensive product database, including technical specifications, compatibility data, and installation requirements
- Brand Voice Training — AI calibrated to match Heavenshop's helpful, expert brand personality
- Use Case Configuration — Custom workflows for common customer journeys including bathroom renovation planning, product comparison, and order support
- A/B Test Setup — Rigorous split-testing framework to measure true incremental impact
The Methodology
A/B Test Design
To ensure statistically rigorous measurement of Selzee's impact, Heavenshop implemented a controlled A/B test:
78,800
Control Group
78,513
Test Group
157,358
Total Sample
50/50
Traffic Split
Traffic Distribution
Near-perfect 50/50 randomized split ensures statistical validity
The near-equal distribution between groups confirms proper randomization and eliminates selection bias concerns.
Metrics Measured
- Conversion Rate (CR) — Percentage of visitors completing a purchase
- Average Order Value (AOV) — Mean transaction value per order
- Revenue Per Visitor (RPV/ARPU) — Total revenue divided by total visitors
- Chat Conversion Rate — Conversion rate specifically for visitors who engaged with the AI assistant
The Results
Performance Comparison
A/B Test Results
Without Selzee
78,800
With Selzee
78,513
Without Selzee
—
With Selzee
—
Without Selzee
—
With Selzee
—
Without Selzee
—
With Selzee
—
Without Selzee
—
With Selzee
—
Revenue Per Visitor Growth
+11.41% increase in revenue per visitor
+8.18%
Conversion Rate Lift
+11.41%
RPV Lift
13×
Chat Conversion Lift
$394K
Annual Uplift
The Power of Engaged Shoppers
Chat Conversion: 13× Higher
Visitors who engaged with the AI assistant converted at a staggering 13× higher rate than the baseline, demonstrating the transformative impact of personalized guidance at the moment of purchase decision.
Conversion Rate: Chat vs Non-Chat Visitors
Visitors who chat convert 13× higher than baseline
This demonstrates the transformative power of proactive engagement: when customers receive personalized guidance at the moment of uncertainty, they convert at dramatically higher rates.
Understanding the Numbers
The 11.41% RPV improvement represents the impact of better conversion working across the entire visitor base. While AOV remained stable, the increased conversion rate drove meaningful revenue gains.
Breaking down the $394,000 projected uplift: During the A/B test, only 50% of traffic saw Selzee. With full deployment to 100% of visitors, the annual revenue impact doubles. This figure represents the additional annual revenue Heavenshop can expect from deploying Selzee across their full traffic base.
Key Success Factors
Why Selzee Delivered Results for Heavenshop
01
Product-Market Fit
02
Technical Resolution
03
Proactive Engagement
04
Support Efficiency
1. Product-Market Fit
Bathroom shopping is inherently consultative. Unlike commodity purchases, fixture selection benefits enormously from expert guidance on compatibility, dimensions, and style matching—making AI-powered assistance particularly valuable.
2. Technical Complexity Resolution
Bathroom products involve technical specifications that intimidate average shoppers. By translating complex specs into simple recommendations, Selzee reduced friction and built purchase confidence.
3. Hesitant Shopper Conversion
The 13× higher conversion rate among chat users proves the value of proactive engagement. Rather than letting confused browsers bounce, Selzee engaged visitors with relevant recommendations before they abandoned their sessions.
4. Support Efficiency
Selzee's ability to instantly resolve common questions (product compatibility, shipping, installation guidance) freed human support resources for higher-complexity interactions.
Client Perspective
"Our customers often come to us with complex bathroom renovation projects but limited technical knowledge. Selzee acts as an expert consultant, guiding them through compatibility questions and helping them find exactly what they need. The 13× higher conversion rate among chat users speaks for itself—when customers get proper guidance, they buy with confidence." — Žoltán Varga, Owner, Heavenshop"
About the Companies
Heavenshop
Heavenshop is Slovakia's trusted online destination for bathroom fixtures and components. The company offers an extensive catalog of faucets, shower enclosures, bathtubs, sinks, WC modules, bathroom furniture, and accessories from leading brands. With a focus on quality products at competitive prices and excellent customer service, Heavenshop has built a loyal customer base among Slovak homeowners and contractors undertaking bathroom renovations.
Selzee
Selzee is an AI shopping assistant platform that helps e-commerce businesses convert more visitors into customers. Acting as a virtual salesperson, Selzee engages shoppers in real-time, provides personalized product recommendations, answers questions instantly, and guides hesitant buyers toward confident purchases—24 hours a day, 7 days a week. With support for catalogs up to 80,000+ products and a 92% AI-only resolution rate, Selzee seamlessly integrates with major e-commerce platforms including Shopify, Shoptet, WooCommerce, and more.
Test Summary at a Glance
78,800
Control Visitors
78,513
Test Visitors
+8.18%
CR Lift
+11.41%
RPV Lift
13×
Chat Conversion Lift
$394K
Annual Uplift
157K+
Total Visitors Tested
Case study prepared January 2026. Results based on controlled A/B testing conducted by Heavenshop with Selzee AI Shopping Assistant.