Do Customers Hate Talking to AI Receptionists?
nucally team · August 3, 2026 · 7 min read
Do customers hate talking to an AI receptionist?
Some do. Many do not.
Most callers only care about one thing:
Did the call solve my problem?
People get upset when an AI does not understand them. They get upset when it is slow or gives the wrong answer. They feel trapped when they cannot reach a real person.
But a well-built AI receptionist can be genuinely useful. It can answer immediately, book a visit, answer common questions and send helpful details by text — all without making the caller wait.
What does the research say?
Studies suggest that people do not always experience AI as cold or unhelpful.
Research published in Communications Psychology in 2025 found that people often rated AI responses as more kind and caring than human responses in certain contexts. A separate comparison of AI and physician responses found that the AI answers received higher scores for both empathy and quality.
This does not mean AI should replace doctors or human staff. What it shows is that AI can be built to sound warm, clear and helpful — and that callers respond to that.
The main problem is not AI. The main problem is bad AI.
Why do people get frustrated with AI calls?
1. It does not understand the caller
Callers get upset when the AI misses simple details.
This includes:
- Names and addresses with unusual spellings
- Strong accents or regional speech patterns
- Dates and times spoken in different formats
- Background noise from a busy environment
- Industry-specific or unusual terms
- Questions the AI was not trained to expect
A good AI receptionist does not pretend to understand when it did not. It asks a brief confirming question:
"I heard 14 Park Street. Is that right?"
If it still cannot understand, it offers to transfer the call or arrange a callback. It does not keep the caller stuck in a loop.
2. It takes too long to respond
Normal conversation moves fast. A long pause makes callers think the call has dropped.
When that happens, the caller often starts speaking again — and the AI either misses what was said or cuts them off.
A well-built AI fills pauses naturally. If it needs a moment to check something, it says so:
"One moment — I am checking the available times."
That one line makes the pause feel intentional rather than broken.
3. The caller cannot reach a real person
This is one of the most common complaints about automated phone systems.
Some systems make it extremely difficult to reach a human. Callers navigate long menus, get sent in circles and never find an exit. That experience signals that the company does not value their time.
A good AI receptionist recognises transfer requests clearly and immediately. It should respond correctly to phrases like:
- "I want to speak to someone."
- "Can you put me through?"
- "I want a real person."
- "This is urgent."
- "I do not want to talk to an AI."
It should not argue, delay or redirect. It transfers the call or arranges a callback — and passes a summary of the conversation to the person taking over.
4. The AI tries to handle everything
AI works best when it has clearly defined tasks.
An AI receptionist is well suited to:
- Answering common questions
- Giving opening hours and service information
- Asking what the caller needs and qualifying the request
- Checking whether the caller is in the service area
- Booking, rescheduling or cancelling appointments
- Collecting contact details
- Sending a text message with a booking confirmation or link
- Transferring the call to the right person
Problems start when the AI is set up to handle every situation — including ones that need human judgement.
Some calls need a person. This includes serious complaints, safety concerns, pricing discussions that require flexibility, very upset callers and unusual requests outside the normal scope. A good AI does not need to handle all of these. It needs to know when to step aside.
What do callers actually want?
Most people call a business because they need something specific — not because they want a conversation.
They might want to:
- Book a visit or appointment
- Ask about a service or price range
- Check a hotel reservation
- Report an urgent repair need
- Change or cancel a booking
- Reach the right person quickly
If the AI answers fast and handles the request correctly, most callers will not object to it being AI. The experience matters more than the technology behind it.
How to make an AI receptionist work better for callers
Answer immediately
The AI should pick up without delay. A fast answer signals competence. A slow one loses the caller's confidence before the conversation has even started.
Ask fewer questions
Only ask for information the system genuinely needs. A caller requesting a plumber should not answer eight questions before getting to the booking step. Short, purposeful conversations work better.
Allow interruption
Real callers do not speak in polished, uninterrupted sequences. They pause, correct themselves and change direction. The AI must allow this rather than forcing callers to wait for a pre-recorded prompt to finish before they can speak.
Make it easy to reach a person
The caller should be able to ask for a human at any point. When that happens, the AI should pass the call — along with a summary of what was discussed — to whoever is taking it. This gives the human agent context immediately and avoids the caller having to repeat everything.
Be honest about uncertainty
The AI should not guess when it does not know the answer. If it cannot confirm a price or a specific detail, it should say so clearly:
"I can take your details and a member of the team will confirm the exact price when they call you back."
That is more useful than a wrong answer — and it sets realistic expectations.
Use AI where it fits
AI is effective for fast, repeatable tasks. People are better for calls that need care, flexibility or specialised knowledge. Matching the right tool to the right call type produces better outcomes for callers and for the business.
An example of a good AI call for home services
It is 9:30 pm. A homeowner calls a heating company because the boiler has stopped working.
A well-built AI receptionist:
- Answers immediately
- Greets the caller by the company name
- Asks for the caller's name
- Asks for the address and confirms it
- Checks the service area
- Asks whether there is a safety concern
- Asks a few short questions about the problem
- Checks the available appointment slots
- Confirms the booking
- Sends a text message with the appointment details
The caller gets help at 9:30 pm instead of waiting until the office opens the next morning. If the problem is a safety emergency, the AI transfers the call to an on-call team member immediately.
Should the AI say it is an AI?
Yes.
The goal of a good AI receptionist is not to pass as human — it is to be helpful. A natural-sounding voice makes the call easier, but it should be clear who the caller is speaking with.
A simple opening works well:
"Hello. You have reached ABC Heating. I am the company's AI receptionist. How can I help?"
This is honest, professional and does not slow the call down. Most callers simply want their question answered. The transparency reassures the ones who care.
The real answer
Customers do not hate AI.
They hate being misunderstood. They hate waiting in silence. They hate getting wrong information. They hate being stuck in a system with no way out.
A good AI receptionist avoids all of those problems. It answers fast, handles common tasks well, and passes the call to a person when the situation calls for it.
AI for fast and simple calls — with people ready to step in when needed.
When that balance is right, an AI receptionist does not frustrate callers. It gives them a better experience than being sent to voicemail or left on hold.