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
| Chatbot | Type |
|---|---|
| Older customer support bots | Rule-based |
| ChatGPT | LLM-based AI |
| Claude | LLM-based AI |
| Website FAQ bot | Rule-based or hybrid |
| Intercom AI | Hybrid |
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)
Related Terms
- AI Assistant, more capable than a traditional chatbot
- LLM, the technology behind modern AI chatbots
- Natural Language Processing, what enables chatbots to understand language
- AI Agent, a more capable successor to chatbots that can take actions
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