AI Caller Type ID: More Accurate New Patient Reporting, Without the Key Press

Author
Jas Staffer

September 03, 2026

Doctor Genius has a new way to identify who is calling a practice. AI Caller Type ID can accurately identify caller type and sort callers into one of four categories: New Patient, Existing Patient, Non-Patient, or Undetermined. It replaces the interactive voice response (IVR) menu, the recorded prompt, and the button press callers have been asked to complete before reaching the front office.

The reporting itself does not move or change format. The Doctor Genius Portal Dashboard, Inquiry Reports, and Inquiries log continue to show new patient inquiries. What changes is where the classification comes from.

Quick Stats Box

  • Four caller types: New Patient, Existing Patient, Non-Patient, Undetermined
  • Requires Caller IQ: Which works alongside Doctor Genius call tracking numbers
  • Replaces the IVR: No menu and no key press for the caller
  • Recording notice: An automated notice plays in place of the IVR greeting
  • Accuracy: In DG testing, identifies caller type more accurately than the key press it replaces

Introduction

Every marketing decision your practice makes runs through one number: how many new patients called this month. That number decides whether a campaign gets more budget or gets cut. It decides which service lines you push. It is the number you look at first when you open your Genius Portal Dashboard.

For years, that number depended on a caller pressing 1. The IVR menu answered, read a short list of options, and waited. Most callers followed it. Some did not. A parent calling about a child's first cleaning would likely press the option for existing patients because they themselves had been in before. A caller in a hurry would press whatever came first. Someone calling from a car may press whatever ended the prompt fastest. The menu could not be skipped, so every one of those calls still came through labeled new or existing.

None of that is the caller's fault. It is what happens when a person is asked to classify themselves before saying a word. AI Caller Type ID shifts the classification from the caller to the conversation.

Why Caller Type Accuracy Matters

A miscounted call is a real cost. Undercounting can make a campaign that is working look like it is failing, which pulls budget away from the source that was filling the schedule. The gap shows up in the front office, too. When staff know that 11 new patients called last week but the report only says six, the report loses its authority. Numbers that staff do not trust stop getting used in daily decisions.

Caller type also sets the ceiling on everything calculated from it. Cost per new patient, source attribution, and month-over-month comparisons are all built on top of that single classification. That is why the caller was never the right person to make it. The call itself already contains the answer.

"Undercounting can make a campaign that is working look like it is failing, which pulls budget away from the source that was filling the schedule."

How AI Caller Type ID Works

From a Button Press to the Conversation

Caller IQ and AI Caller Type ID work hand in hand. Caller IQ transcribes and analyzes a practice's tracked calls. After the call ends, AI Caller Type ID further analyzes what was said and decides which of the four categories fits, based on what the caller told the front office.

There is no menu, no prompt to sit through, and nothing for the caller to do. They dial the number and the team answers.

The Four Caller Types

Take a closer look at the four caller types and who gets sorted into each:

  • New Patient. The caller says they have never been to the practice, asks about becoming a patient, a first appointment, whether the practice takes their insurance, or what the new-patient process looks like.
  • Existing Patient. The caller says they have been in before, mentions a past visit or treatment in progress, or refers to already having a chart.
  • Non-Patient. The call is not about patient care. Vendors, sales calls, job applicants, and wrong numbers land here.
  • Undetermined. The call does not contain enough for the AI to classify it with confidence.

Undetermined is the category worth watching. A short hangup, or a call where someone only asks for hours, gets sorted as undetermined instead of being assigned a category on barely any evidence. An undetermined count that climbs month over month is worth raising with a DG Customer Success representative.

What the Non-Patient Category Shows

The key press never captured non-patient calls. A vendor, a staffing agency, or a robocall was never going to identify itself accurately, and the prompt could not be skipped, so those calls still arrived in the reporting as new or existing patients. AI Caller Type ID labels them as what they are.

That produces a figure most practices have never had: how much of the front-office phone day goes to calls that were never going to become appointments. Every one of those calls is answered by the same person who is meant to answer patient calls. A practice reviewing staffing, call coverage, or after-hours routing now has a number to work from instead of an impression.

What the System Listens For, and Where the Change Shows Up in Reporting

Explicit statements carry the most weight. "I've never been there before," "I'm already a patient," and "I don't go there, I'm calling about something else" are the clearest signals. Clear inferences count too, such as a caller referring to work the practice did last spring.

Three rules govern how the classification gets applied:

  1. Without conclusive evidence, the call defaults to Undetermined rather than being assigned a category on inference alone.
  2. When someone calls to book for another person, the category follows the person receiving care. A daughter scheduling her father's first appointment produces a New Patient call, because the patient is new to the practice.
  3. Patient status must be linked to the practice that is taking the call. A caller who mentions a dental cleaning at another office last year is not an existing patient of that practice.

Caller type feeds new patient inquiry reporting everywhere it appears: the Dashboard, Inquiry Reports, and the Inquiries log. The layout stays the same. The source of the classification is what changes.

What Changes for Patients and the Front Office

The Call Gets Shorter

Removing the IVR takes a step off the front of every call and removes a decision the caller had to make while still deciding whether to stay on the line. For a patient calling about pain, it shortens the wait until someone picks up.

The Recording Notice

An automated recording notice plays in place of the IVR greeting. Recording consent laws vary by state, and many states require the consent of all parties (also known as all-party consent). For this reason, Doctor Genius enables the notice by default on every account. However, practices in a one-party consent state may request that the notice be removed, provided they inform their staff that calls will still be recorded.

The Front Office Does Nothing Differently

Practice owners can rest assured that there is no automatic change to how calls are answered. There is no new script to follow; the phone gets picked up the way it always has been. That said, Doctor Genius shares coaching on the kinds of statements the AI listens for, because a front office that confirms early whether a caller has been in before gives it clearer evidence to work with.

"There is no new script to follow; the phone gets picked up the way it always has been."

Making the Switch

New Clients

AI Caller Type ID has been available to practices onboarding with Doctor Genius since Q3 2026. It can be configured during onboarding, so new practices have AI Caller Type ID running from the get-go.

Existing Clients

A practice running an IVR today can ask to move over, and the request goes through the Customer Success rep. Because the change affects how calls are identified, Doctor Genius asks for written acknowledgment before anything is switched.

Timing

Before the switch, the Customer Success rep catalogs current call performance so it stays on record. AI Caller Type ID starts working the day it is switched on.

Note that switching mid-month splits that month's caller data between two methods, leaving the month incomplete. Making the change early in the month minimizes this effect.

The Bottom Line

Your reporting stops depending on a caller pressing a button correctly, and your callers stop hearing a menu before they reach a person. The reports keep the same layout, and the numbers in them come from what was actually said on the call.

If you are still on an IVR, ask your DG Customer Success rep about AI Caller Type ID. They can walk you through the switch and pick a start date that makes the most sense for your practice. Or, if you are interested in learning more about Doctor Genius and our services, request a free demo here.

"AI Caller Type ID starts working the day it is switched on."
Schedule a Demo

Patient Experience (PX)

Keep Patients Delighted and Happy to Return

Automate patient communication to keep them informed, happy to share their positive experiences, and eager to learn more about your services.

  • No Credit Card Required

Frequently asked questions...

Q: Do I need Caller IQ to use AI Caller Type ID?

A: Yes. The two work hand in hand. Caller IQ records and analyzes your tracked calls, and AI Caller Type ID works from that analysis. That means Caller IQ must be active on your account before the feature can be switched on. If Caller IQ is not on your account today, your DG Customer Success rep can walk you through adding it.

Q: What is the difference between Caller IQ and AI Caller Type ID?

A: Caller IQ is the call analysis layer. It records your tracked calls, transcribes them, and scores them against indicators that describe how the call was handled. AI Caller Type ID is one feature built on top of that analysis, and its only job is to decide whether the caller was a New Patient, Existing Patient, Non-Patient, or Undetermined.

Q: Will my callers notice anything different?

A: If your practice is switching over from an IVR, callers may notice the menu is gone. But with AI Caller Type ID, callers can reach your front office directly instead of working through a list of options first. In states that require all-party consent, they will still hear a brief automated recording notice before anyone picks up.

Q: What does Undetermined mean on my report?

A: The call did not contain enough information to classify the caller with confidence, so the system flagged it instead of guessing. Short calls, hangups, and calls where someone only asks for your hours often land here, because the caller never says anything that identifies them as new or existing. These are worth reviewing, and you can apply a manual disposition if the call turns out to have been a New Patient, Existing Patient, or Non-Patient. A small number of Undetermined calls each month is normal. If the count climbs steadily, raise it with your DG Customer Success rep and review those calls alongside the recordings.

Q: Can I keep my IVR instead?

A: Yes. AI Caller Type ID is offered as an option, and no practice is moved off its IVR without requesting the change and acknowledging it in writing. If you use your IVR for call routing beyond identifying patients, say so when you talk to your DG Customer Success rep. That routing is handled separately and can be preserved.

Q: What happens to my reporting when I switch?

A: Expect your new patient count to shift. A key press recorded what the caller selected. However, AI Caller Type ID identifies what the caller actually said, which can result in more accurate reporting than before. AI Caller Type ID starts working the very day it is switched on, but it does not retroactively reclassify calls that came in before then. Your reports from past months will stay on record.

Definitions

AI Caller Type ID:

A Doctor Genius feature that uses AI to identify each caller as New Patient, Existing Patient, Non-Patient, or Undetermined.

Caller IQ:

The call analysis layer that transcribes and evaluates tracked calls. AI Caller Type ID depends on it.

IVR (Interactive Voice Response):

The automated menu that asks callers to press a key. It is the method AI Caller Type ID replaces.

Call Tracking Number:

A dedicated phone number assigned to a marketing source so calls can be attributed to it.

Automated Recording Notice:

The pre-recorded message that tells a caller the call is being recorded. It plays in place of the IVR greeting.

toc-dots

square-check
Table of Contents