DR
Projects/manskin
Live in ProductionE-commerce / Skincare2025 · 4 weeks

AI Sales Assistant

Manskin.ch

Intelligent chatbot that acts as a 24/7 skincare expert, recommending products from a 100+ item catalog in 5 languages with real-time human handoff.

ClientManskin.ch
RoleFull-Stack AI Developer
Timeline4 weeks
Year2025
AI Sales Assistant
View live site
The Challenge

Swiss e-commerce with 100+ skincare products. Customers overwhelmed by choice, leaving without purchasing. Multilingual Swiss market added complexity.

Before

Visitors browsed dozens of products without knowing which suited their skin type. No personalized guidance. High bounce rate. Support only during business hours.

  • No personalized guidance
  • High bounce rate
  • Limited support hours
  • Language barriers
After

AI assistant understands needs in natural language, asks only relevant questions, recommends 3-4 perfect products in seconds. 24/7 in 5 languages.

Architecture

How it works

1

Smart Widget

Custom chat widget. Auto-detects language, persists history, premium UI with product cards.

2

AI Brain

Dual-agent: Main Agent for conversation + Product Expert with vectorized catalog (Pinecone) + WooCommerce verification.

3

Real-Time Bridge

Custom SSE server for instant Chatwoot-widget communication. Seamless human handoff.

Features

What was built

01

Intelligent Qualification

Analyzes first message, extracts needs and skin type. Skips questions if message is detailed enough.

02

Semantic Product Search

Vector embeddings (Pinecone) understand meaning, not keywords. Verified against WooCommerce for real stock.

03

Multilingual by Design

5 languages, single codebase. Searches German catalog internally, responds in customer language.

04

Seamless Human Handoff

One-click transfer via Chatwoot. Real-time SSE. Full conversation history preserved.

05

Visual Product Cards

Rich cards with images, CHF prices, descriptions, and direct purchase links.

06

Stock-Aware Recommendations

Out-of-stock products filtered before display. Every recommendation is purchasable.

Tech Stack

Technologies used

JavaScriptChat Widget
Node.jsSSE Server
n8nAI Orchestration
OpenAI GPTAI Model
PineconeVector Search
WooCommerceProduct Catalog
ChatwootAgent Dashboard
EasypanelInfrastructure
VercelFrontend CDN
WordPressE-commerce Platform
Results

Impact delivered

0%Automated product discovery
0xLanguages supported vs. previous
0Recurring SaaS fees
<0sTime to recommendation
Ready to build?

Let's build something together

Have a project in mind? Whether it's an AI chatbot, a web platform, or an automation system — I'd love to hear about it.