An utterance is a single thing a customer says or types, the raw input a conversational AI system reads and interprets to determine what the customer wants.
"Where is my order?" is an utterance. So is a three-sentence email describing a damaged product. An utterance is the surface form, the actual words. The intent is the meaning underneath it. Many different utterances map to the same intent: "where's my package," "tracking isn't updating," and "did this even ship" all express order status.
This many-to-one relationship is the whole reason intent classification exists. People phrase the same need in endless ways. A system that keys off the literal utterance, matching words and phrases, is fragile. A system that maps utterances to intent is durable.
Aide, the agentic AI platform for customer experience, builds its Customer Intent Map from real utterances mined from a brand's own conversation history, not from a guessed list of phrases. It learns the many ways customers actually say each thing, so coverage reflects real demand rather than what someone imagined customers might type. An unfamiliar or low-confidence utterance goes to a human instead of being forced into the nearest intent, and the team keeps seeing the real phrasings, so its read on how customers talk stays current.
Frequently asked questions
- What is the difference between an utterance and an intent?
- An utterance is the literal words a customer uses. An intent is the underlying goal. Many utterances map to one intent.
- How many utterances does an intent need?
- Enough to cover the real ways customers phrase it. Aide learns these from a brand's actual conversation history rather than relying on a hand-written sample list.
- What are sample utterances?
- Sample utterances are example phrasings collected for a single intent. For a *refund request* intent, sample utterances might include "I want my money back," "how do I return this for a refund," and "you charged me but the order never arrived." Hand-written sample lists are how traditional bot builders work; Aide mines the real phrasings from a brand's own conversation history instead.