AI Chatbot Glossary
What Is Intent Recognition?
Intent recognition is the AI capability of identifying what a user wants to accomplish from their message — critical for routing conversations correctly.
Definition
The AI capability of identifying what a user wants to accomplish from their message. For example, recognizing that "I want to cancel my subscription" indicates a cancellation intent. Accurate intent recognition is critical for routing conversations and providing relevant responses.
Why Intent Recognition Matters for AI Chatbots
Intent recognition decides whether the bot answers inline, asks a clarifying question, or escalates. Older chatbots used hand-crafted intent lists; modern AI chatbots infer intent from the full LLM understanding, which handles phrasing variations and ambiguity far better.
Related Terms
Natural Language Understanding (NLU)
NLU is a subset of NLP focused on machine reading comprehension — understanding meaning behind user messages, not just keyword matching.
AI Chatbot
An AI chatbot is a conversational interface powered by artificial intelligence that understands natural language, generates human-like responses, and assists users with tasks like answering questions, capturing leads, or processing orders.
Query Understanding
Query understanding is the AI step of interpreting what a user is asking — even when vague, misspelled, or phrased with slang — via semantic search plus language models.
Sentiment Analysis
Sentiment analysis is the AI capability of detecting emotion in user messages — happiness, frustration, confusion — and triggering handoff or prioritization based on it.
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