B.Öztürk
Artificial Intelligence2024·3 months·Completed

AI Chatbot SaaS

A white-label chatbot platform powered by GPT-4 that reduced the time small and medium businesses spend on repetitive customer questions by 70%. Businesses can deploy a fully customized chatbot matching their brand colors and tone entirely through a dashboard — no code required.

Category

Artificial Intelligence

Year

2024

Role

Full Stack Developer

Status

Completed

Project preview

Problem

Small businesses waste significant employee hours answering repetitive questions like 'What are your hours?', 'When does my order arrive?', 'What is your return policy?' Existing tools are either too expensive or too complex to set up.

Solution

A SaaS platform that learns by crawling the business's website and help docs, delivering instant, consistent answers to every customer. The admin panel includes chat history, response quality metrics, and escalation rules.

Outcomes

70% reduction in customer response time

24/7 automated support capability

12 paying customers in the first 3 months

Average customer satisfaction score: 4.6/5

Technical Challenges

01

Built a smart caching strategy to optimize GPT-4 token costs

02

Created prompt engineering templates for each business's unique terminology

03

Implemented idempotency key system for Stripe webhook reliability

Tech Stack

Next.js 14

Frontend & API Routes

OpenAI GPT-4

Conversation engine

PostgreSQL + pgvector

Vector knowledge base

Stripe

Payments & subscription management

Redis

Session & caching

Vercel

Deployment

Tags

Next.jsOpenAIStripePostgreSQL

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