AI chatbot use cases that do real work

The same bot answers support questions for a software company, checks order status for a store, qualifies leads for a B2B firm and books viewings at night for an estate agent. Here is what each setup looks like in a real conversation.

SaaS companies Online stores B2B companies Agencies Real estate and clinics

Estate agent in a car checking a viewing that was booked through the website

Tuesday, 22:47

Can I view the loft this week?

Thursday at 5 or Saturday morning. Here is the booking page with your details filled in.

Viewing booked for Thursday

Which setup fits which business

Use case	Main job of the bot	Actions it uses	Lowest plan with it
SaaS support deflection	Answer how-to questions from docs	Ticket, handoff	Business
E-commerce order status	Check orders, explain returns	Order lookup, ticket	Business
B2B lead qualification	Ask qualifying questions	CRM lead, booking link	Business
Agencies	Run bots for many clients	All, per client	Agency
Real estate and clinics	Answer and book after hours	Booking link, handoff	Business

Answering questions from your content, with citations and handoff, works on every plan from Site. Actions start on Business. See all plans

SaaS companies

Support deflection for software products

The bot reads your help center and docs and answers how-to questions inside your app or on your marketing site. Questions it cannot settle become a ticket with the conversation attached, so your team starts with the full story.

Answers from docs and changelog, with the article linked
Opens a ticket when a bug is reported
Hands off to a person during your support hours

Customer service chatbot AI customer support chatbot

Assistant

Replies instantly

How do I add a teammate to my workspace?

Go to Settings, then Team, and click Invite. Admins can pick the role before sending.

/docs/team-invites

I did that but the invite never arrived.

I opened ticket #3184 for our team with your email and the steps you tried. You get a reply by email.

Ticket created

Online stores

Order status and product questions for e-commerce

"Where is my order" is one of the questions a store hears most. The bot asks for the order number and email, looks the order up through your store and gives the live status, then helps with sizes, delivery and returns from your policy pages.

Order lookup through your store or API
Returns and shipping answers from your policy pages
Product recommendations from your catalog pages

E-commerce chatbot

Assistant

Replies instantly

Where is my order 48213?

Order #48213 left our warehouse yesterday and is out for delivery today. Tracking is in your shipping email.

Order lookup

Can I still change the size?

Not on a shipped order, but exchanges are free within 30 days. Here is how to start one.

/returns

B2B companies

Lead qualification for B2B websites

In sales mode the bot asks your qualifying questions in a natural conversation: company size, use case, timeline. Qualified visitors get your booking link, and every answer is saved to your CRM, so the first call starts at the second step.

Your own qualifying questions
Leads saved to HubSpot, Pipedrive or a webhook
Meeting booked through your calendar link

AI sales agent

Assistant

Replies instantly

Does your platform work for a team of 40 in logistics?

Yes, teams that size use the Growth tier. What would you use it for first, dispatch or customer updates?

/pricing

Customer updates, we want to start next month.

Thanks, I saved that for our team. Pick a time for a short intro here.

Lead saved, booking link sent

Agencies

A chatbot product agencies sell to every client

Agencies and software houses add an AI chatbot to their offer under their own brand. One panel holds every client bot, clients get their own login, and the agency sets the price it charges.

Client workspaces and logins
Panel and widget on your domain
Templates reused across clients

White label chatbot for agencies

Assistant

Replies instantly

Can our clinic bot also take bookings?

Yes. Your agency switched on the booking action, so I can send the calendar link after a few questions.

Booking action enabled

And can we see the chats ourselves?

Yes, your login shows the conversations and leads of your bot. Your agency sees the usage report.

Real estate and clinics

After-hours booking for real estate and clinics

Most enquiries for viewings and appointments arrive in the evening, when the office is closed. The bot answers questions about listings, treatments and prices from your pages, asks what it needs and sends your booking page with the details filled in.

Listing, treatment and price answers
Booking link with name and email prefilled
Handoff for anything medical or contractual

Chatbot for real estate

Assistant

Replies instantly

Is the two bedroom on Pine Street still free? Could I see it Saturday?

It is listed as available from November 1. Viewings on Saturday run from 10 to 2. Pick a slot here and the agent confirms by email.

/listings/pine-street-2br

Booking link sent

Are pets allowed?

The listing says small pets are welcome with a deposit. The agent can confirm the amount at the viewing.

Support lead at a desk late in the day reading a customer question on a laptop

See your own use case on your own site

Enter your address and ask the bot the questions your customers ask. It answers from your pages in about a minute.