AI agent vs chatbot: what is the difference
In marketing copy "AI chatbot" and "AI agent" sound the same. They are not. The difference is not the model — it is whether the tool can act or only talk.
In short
- A chatbot holds a conversation: answers questions, captures contacts, shows menus.
- An AI agent performs actions: creates a deal, finds a document, places an order, triages an inbox and decides where each message goes.
Comparison
| Chatbot | AI agent | |
|---|---|---|
| What it does | answers | answers and acts |
| System access | usually writes a lead | reads and updates CRM, email, stock |
| Where it runs | chat channels | chat, email, background jobs |
| Price | from €600 / €1,100 with AI | from €1,800 |
| Main risk | failed to understand | took the wrong action |
When a chatbot is enough
If the goal is to take repetitive questions off your team and stop losing after-hours enquiries, an AI chatbot covers roughly 80% of sales and support cases at a lower price.
When you need an agent
An agent earns its cost where an answer must be followed by an action a human currently performs: parsing an inbox into structured leads, retrieving and sending documents, checking stock and issuing invoices, assembling a report from three systems. See AI agent development.
Risk and how it is contained
- Allow-list of actions. The agent does only what is explicitly listed; everything else escalates.
- Confirmation on irreversible steps such as sending an invoice or changing a price.
- Full audit log of every action and its reason.
FAQ
Can we start with a bot and grow into an agent?
Yes, and it is the sensible path: the knowledge base and flows carry over, so you pay for tools and integrations rather than starting again.
How do I decide?
Take your last 50 enquiries and count how many require an action in a system after the answer. Under a third — a chatbot is enough.
Tell us your case and we will say which one fits.
Read next
Self-hosted n8n: Docker setup and maintenance
What to prepare before installing, running n8n in Docker with PostgreSQL, HTTPS and webhooks, the encryption key, backups, updates and first-month mistakes.
How to choose an automation contractor
Seven questions to ask before signing, three signs of vendor lock-in, and what a serious proposal actually looks like.
Warehouse and marketplace automation: where to start
Step by step: one source of truth for stock, orders from every channel, shipping and tracking numbers. What takes a week and what needs an accounting system.