Front desk AI
Test the virtual receptionist answering your calls
If an AI already answers your front desk phone, our testers call it the way your customers and patients do. They book, reschedule, leave messages and ask for a person, then report exactly how the call went. We never answer your phones ourselves.
Where testers reach it
- Phone line
- SMS
What you get
- Every transcript or recording
- Scores on the 8 criterion rubric
- A one-page verdict
- No fix to sell, ever
A virtual receptionist is often the first voice a new customer hears. It answers the phone, books appointments, takes messages and tells callers your hours and address. When it works, nobody notices. When it misunderstands a name or loses a message, the business usually finds out weeks later, if at all.
Front desk calls are short, varied and personal. People call to book, to move a booking, to ask whether you take their insurance, to find parking, or to reach a specific person. Our testers make those calls, including the awkward ones, and check that each ended where it should: a correct booking, a complete message, or a real person.
Because messages and bookings leave the call, testers also check what arrives on your side. You can share the message or booking your team received, and we compare it with what the caller actually said.
RealHumanTests only tests. We do not provide a receptionist, human or AI, and we do not change how yours is set up.
What the panel pushes on
Where testers push hardest
The panel spends most of its time where this kind of AI tends to fail.
Bookings and changes
Testers book, reschedule and cancel, then confirm the date, time and name are right on your side, not only in what the AI said.
Messages that arrive complete
Callers leave messages with names, callback numbers and reasons. Testers check the message that reached your team for missing or wrong details.
Everyday questions
Hours, directions, parking, pricing and what you do and do not offer. Every answer is checked against your own website and policies.
Reaching a specific person
Testers ask for a named staff member or for someone in charge and record what happens next.
First impressions
Testers say plainly whether the greeting, voice and pace made them want to continue or hang up and try someone else.
Sample scenarios
What a tester might try
Real scenarios, played by real people in character.
Confused first-timer
Calls for the first time, is not sure which service to book, and asks how long it takes and what it costs.
Edge case
Wants to book two back to back appointments for a parent and child under different last names.
Asks for a human
Asks for the office manager by first name and refuses to leave a message with the AI.
Accent or non-native speaker
Leaves a callback message with an uncommon name and a phone number spoken quickly.
Angry customer
Calls because an appointment was not in the system when they arrived and wants to know what happened.
You tell us your own concerns and we build the panel around them. These are starting points, not a fixed script.
The rubric
Scored on the same eight criteria as every test
Highlighted rows are where this kind of AI most often loses points. Every session is scored 1 to 5 on all eight, with a written reason.
| # | Criterion | The question the tester answers | Score 1 to 5 |
|---|---|---|---|
| 01 | Understood meFocus | Did it understand what I actually asked, including when I phrased it badly? | 1 to 5, with a reason |
| 02 | Got it right | Was every fact, price and policy it gave me correct, with nothing made up? | 1 to 5, with a reason |
| 03 | Got it doneFocus | Did I leave with my problem solved or my task completed? | 1 to 5, with a reason |
| 04 | Effort | How many turns, repeats and rephrasings did it take? | 1 to 5, with a reason |
| 05 | HandoffFocus | When I needed a person, could I reach one without a fight? | 1 to 5, with a reason |
| 06 | Tone | Did it stay patient and respectful when I was angry, confused or slow? | 1 to 5, with a reason |
| 07 | Stayed in bounds | Did it avoid promises, discounts or advice it had no authority to give? | 1 to 5, with a reason |
| 08 | Would I stayFocus | Would I have hung up, given up, or gone to a competitor? | 1 to 5, with a reason |
Why people, not only software
What automated checks miss here
A call log says the call was answered and a message was taken. It does not say whether the message has the right number, or whether the caller hung up thinking the booking went through when it did not. Testers compare what they said with what you received.
Automated call tests check that the flow runs. People check whether a first-time caller would call back, which is the question that decides whether the front desk is doing its job.
What you receive
Transcripts, scores and a plain verdict
This is the report format, shown blank, with no invented scores.
The one-page verdict
Sample format, no real scores- System
- Your support chatbot, website widget
- Panel
- 12 sessions, 8 personas
- Window
- About ten days
| Criterion | Mean of 5 |
|---|---|
| Understood me | blank in this sample |
| Got it right | blank in this sample |
| Got it done | blank in this sample |
| Effort | blank in this sample |
| Handoff | blank in this sample |
| Tone | blank in this sample |
| Stayed in bounds | blank in this sample |
| Would I stay | blank in this sample |
Verdict, one of three
- Keep it
- Fix these settings
- Reconsider it
Every transcript or recording
Each session in full, with the tester's notes pinned to the exact moment something went right or wrong.
A score per criterion, per session
Eight criteria scored 1 to 5 by the person who lived the conversation, each with a written reason.
What failed, named plainly
When the verdict is fix these settings, it lists the behaviors testers saw fail, so whoever maintains your AI knows where to look.
No fix to sell
We diagnose only. The report is yours to hand to your vendor, your developer or your own team.
Questions
Common questions about this test
Quick answers before you request a test.
Do you replace our receptionist or answer our calls?
No. We never answer anyone's calls. Our testers call the receptionist you already have, as customers would, and report what happened on each call.
Can you check the bookings and messages that come out of the calls?
Yes. If you share what your team received after each test call, we compare it with what the tester said and flag every mismatch in names, numbers, dates or details.
Will test calls fill up our real calendar?
We agree before testing how test bookings are marked and cancelled, whether that is a test name, a test calendar or bookings your team clears after each session.
Keep reading
Related guides and use cases
More on testing this kind of AI well.
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A small monthly human panel, a trend line and an alert when your AI slips.
Read more about Ongoing MonitoringUse caseAfter an Update
Rerun the same rubric after a change and see what moved, criterion by criterion.
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Read more about How to Test a Voice Agent Before Go-LiveGuideChatbot KPIs and What They Miss
Containment, deflection, CSAT and the gaps between them.
Read more about Chatbot KPIs and What They MissGuideWhat Is AI Drift? Why Good Agents Slip
Why a working agent changes after model updates, and how to catch it.
Read more about What Is AI Drift? Why Good Agents SlipSee your AI the way your customers do
Tell us what your AI does and what worries you. We build a panel of real people around it and hand you every transcript, a score per criterion and a plain verdict. We never sell the fix.