
Why the Old Model Doesn't Work
Anymore
E-commerce hasn't changed its core model in 25 years: search, compare, validate… all work left to the customer. That's what creates choice overload, extra tabs, and lost conversions before a purchase decision is ever made. According to Adobe Digital Insights, the ground is shifting fast: retail AI-referral traffic is up 693% year over year, converting 54% better than non-AI traffic, with a 33% lower bounce rate.
For a retailer whose whole identity rests on 90+ years of consultative, in-person selling, that shift wasn't hypothetical, it pointed straight at the one thing the online store never had. Megabad decided to build that experience themselves rather than leave it to someone else's AI. If a retailer doesn't shape how its own customers are guided toward the right product, a third-party AI eventually will - optimized for its own interests, not the retailer's.
Megabad in Numbers
The challenge
Carrying 90+ years of in-person expert advice, the backbone of every offline sanitary purchase, into a digital storefront that never had it, in a world where CPCs have roughly doubled over the past decade.
Phase 1: Rule-Based Advisors - Live & Proven
Neocom deployed AI advisors for four high-consideration categories: Bathtubs, Shower Trays, Toilets, and Mirror Cabinets. Together, these advisors cover 32,000+ products available for individual consultation.
"We see outstandingly that customers who have completed a consultation have an average order value that is more than 37% higher than without consultation."
Christian Drumann, Megabad’s Webshop Manager
Where It's Headed
Why This Matters Beyond Megabad
Amazon Rufus: generated $10B in incremental revenue (Q3 earnings call); 250M+ users, MAUs up 140%, interactions up 210%, and users 60% more likely to purchase after interacting with it.
Zalando recently launched its own conversational shopping assistant, offering hyperpersonalized advice and tailored recommendations.
ChatGPT dominates AI-driven traffic globally with a 77.97% share.
“We need to introduce an agentic layer to map the entire discipline of the customer journey on digital storefronts, in order to enable exactly this kind of support, this orchestration for the end consumers. We don't want to replace shops. We just want to support the consumer during the customer experience.”
- Dana Nedamaldeen, Neocom's Co-Founder & CEO
Whatever wins at that scale becomes the baseline everyone else has to match. AI doesn't replace the salesperson, it scales what they know.







