Chatbot

Simple Definition

A chatbot is a software program designed to simulate a conversation with users, responding to messages, answering questions, or completing specific tasks through a chat interface.

The term covers a wide spectrum: from simple scripted bots (“press 1 for billing”) to sophisticated AI assistants powered by large language models.

Rule-Based Chatbots vs. AI Chatbots

Rule-based chatbots:

  • Follow predefined scripts and decision trees
  • Can only respond to questions they were explicitly programmed for
  • Fail or give unhelpful responses when users go off-script
  • Used for: FAQ bots, simple customer service, form-filling

AI-powered chatbots (LLM-based):

  • Understand natural language and context
  • Can handle unexpected questions
  • Generate responses dynamically rather than retrieving scripted answers
  • Can have multi-turn conversations with memory
  • Used for: general-purpose AI assistants, advanced customer service, sales

Examples

ChatbotType
Older customer support botsRule-based
ChatGPTLLM-based AI
ClaudeLLM-based AI
Website FAQ botRule-based or hybrid
Intercom AIHybrid

Business Uses for Chatbots

  • Customer support (answering FAQs, resolving simple issues)
  • Lead qualification and sales assistance
  • Onboarding and product education
  • Internal knowledge base Q&A
  • E-commerce (product recommendations, order tracking)

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