The best AI voice receptionist prompt is a short set of instructions, not a word-for-word script: who the agent is, what it knows about your business, what to do on each kind of call, what it must never say, and when to hand off to a person. Below are the structure the voice platforms recommend and five real estate playbooks you can copy.
Key takeaways
- ElevenLabs, OpenAI, Vapi and Retell all recommend the same shape: sectioned instructions, a few firm guardrails and one or two example phrases, not a transcript.
- Write one playbook guide per call type: the words callers use, then numbered steps with one question each, ending in a booking, a transfer or a message.
- Federal fair housing rules apply to oral statements, so what your phone agent says counts. Give every caller the same facts about availability, price and neighborhoods.
- About 11 states generally require every party's consent to record a call. Put a recording notice in the greeting.
AI receptionist script vs prompt: what changed
A human receptionist reads a script. An AI receptionist follows instructions, and that changes what you write. Give a modern voice model a word-for-word script and it will either recite it stiffly or drift from it the moment a caller goes off-book. Give it clear instructions and it adapts its wording to the caller while doing what you asked.
Smith.ai puts it plainly in its prompting guide: prompts define how the AI should think about calls, not every word. OpenAI's realtime prompting guide adds a practical warning: the model copies sample phrases closely, so give one example and a rule to vary it, or every caller hears the same sentence.
The anatomy of the best AI voice receptionist prompt
The platforms that build voice agents publish their own prompting guides, and they agree more than they differ.
| Platform guide | Recommended sections | The advice worth stealing |
|---|---|---|
| ElevenLabs | Personality, environment, tone, goal, guardrails, tools | A dedicated guardrails heading gets extra attention; write numbers and emails the way they are spoken |
| OpenAI | Role, personality, context, tools, rules, conversation flow, escalation | Prefer bullets over paragraphs; write escalation as explicit rules |
| Vapi | Identity, response guidelines, guardrails, context, workflows, examples | One question per turn, one or two sentences per reply |
| Retell | Sectioned prompt, happy path first | Do not add a new rule for every failure; clearer task steps usually fix it |
The common core is five questions: who are you, what do you know, what do you do on each type of call, what do you never do, and when do you hand off. In callflo.ai those map to four settings: the custom greeting, the business details box plus your scanned website, the agent playbook, and the live transfer rules. Booking and payment settings handle the actions.
Start with the AI voice greeting
The greeting is the only part of the script that should be close to word for word, because it carries three things every caller needs to hear: who they reached, that the call may be recorded, and an open question. Human receptionist standards, like Anser's script guide, say the same: exact business name, then collect name, number and reason, and give every branch a safe fallback.
How to write a playbook guide: trigger plus steps
Write one guide per kind of call. Each has a name for you, a trigger written the way callers actually talk, and short numbered steps.
- Write the trigger in callers' words. "Is it still available" and "I saw your sign", not "inbound listing inquiry".
- One question per step. Callers answer one question well and three questions badly.
- Only facts you wrote down. Tell the agent to answer rent, price and policy from the business details, and to say the team will confirm anything that is not there.
- Always end in a next step. A booking, a transfer, or a message with a callback. Never "someone will be in touch" with nothing behind it.
- Read numbers back. A wrong digit in a phone number turns a good call into a lost lead.
Five real estate playbooks you can copy
Replace the bracketed text with your own details. Each guide uses the same fields as the callflo.ai agent playbook: a name, when callers say or ask, and steps.
1. Rental inquiry
When callers say or ask: Is [unit or address] still available, how much is rent, what is the deposit, do you allow pets, how do I apply, when can I move in.
- Ask which property or unit they are calling about.
- Answer rent, deposit, lease length, availability and pet policy only from the business details. If something is not listed, say the leasing team will confirm it.
- Ask their target move-in date and how many bedrooms they need.
- Offer to book a showing. Read the day and time back before booking.
- Get their name, best phone number and email. Read the number back.
- If they ask about housing vouchers or Section 8, give the answer in the business details. If there is none, say the leasing team will call back with it. Never say no on your own.
- If they mention a service or support animal, do not quote the pet policy as a refusal. Note it and say the leasing team handles those requests.
- Close with the next step: the showing booked, or a callback from leasing.
2. Buyer showing request
When callers say or ask: I want to see [address], is this house still for sale, can I tour it, when is the open house, I saw your sign.
- Ask which property they are calling about.
- Share only listing facts from the business details or website: price, beds, baths, open house times.
- Ask if they are already working with an agent. If yes, suggest their agent book the showing and take the agent's name.
- If not, ask their timeline and whether they are pre-approved.
- Offer a showing time from the calendar, or the next open house. Mention that the agent may ask them to sign a buyer agreement before a private tour.
- Get their name, phone and email. Read the number back.
- If they ask about schools or safety, share the same factual sources you would give any caller, or say the agent will go over it. Never describe a neighborhood by who lives there.
3. After-hours maintenance, with emergency triage
When callers say or ask: Something is broken, there is a leak, water everywhere, no heat, no power, I am locked out, the alarm is going off, I smell gas, there is smoke.
- If they mention gas, smoke, fire, a carbon monoxide alarm or someone hurt: tell them to get out of the building now and call 911 from outside. For gas, tell them not to touch light switches and to call the gas company once outside. Then transfer to the on-call line.
- Get their name, property address, unit number and callback number.
- Ask what is happening, whether water is actively flowing, whether they have heat, and whether the unit can be locked.
- If it is on the emergency list [active flooding, no heat below X degrees, sewage backup, no power, a door that will not lock], transfer to [on-call maintenance].
- If the transfer does not connect, take a detailed message and tell them [what you want said, for example that the on-call tech will call back].
- If it is routine, take the details and tell them the office will follow up [next business day].
- Do not promise an arrival time and do not give repair instructions beyond what is written here.
4. Seller calling about listing
When callers say or ask: I am thinking of selling, what is my house worth, do you list homes, what is your commission, can I get a market analysis.
- Thank them and ask for the property address.
- Ask when they are hoping to sell and whether the home is listed with another agent now.
- Do not give a value, a price range or a commission rate. Say the agent will prepare a market analysis and go over fees in person.
- Offer a listing consultation on the calendar.
- Get their name, phone and email. Read the number back.
- Confirm the appointment and anything the agent will need.
5. Caller asks for a person
When callers say or ask: Can I talk to someone, is this a real person, representative, operator, I want [agent or manager name], or the caller is upset.
- If they ask whether you are AI, say yes, you are the virtual assistant for [business].
- Do not try to talk them out of it. Ask for their name and, in one question, what it is about.
- If a transfer rule covers it, tell them who you are connecting them with, then transfer.
- If no one is available, say so plainly. Take their name, number, reason and the best time to reach them. Read the number back.
- Give a callback time only if the business details state one.
The emergency list in guide 3 follows safety guidance from the Pennsylvania PUC on gas leaks and the CPSC on carbon monoxide: get out first, then call. The maintenance call guide covers the rest of the triage, and renter questions are covered in the tenant screening post.
Hear a playbook like these answer a real call
Call callflo.ai's own AI agent and ask it anything about your business. When you are ready, pick a plan: no setup fee, no contract, and you do not pay unless you are satisfied.
Starter is $39 a month on annual billing. Live on your line about 5 minutes after you sign up.
What your AI receptionist must never say
For a real estate business this is the section that matters most, and none of the top script guides covers it. Federal fair housing rules on discriminatory statements apply to oral statements, so what your phone agent says counts the same as an ad. The Act protects seven classes: race, color, national origin, religion, sex, familial status and disability, and many states and cities add more.
- No steering. HUD's steering rule includes telling someone they would not be comfortable with the residents of an area.
- Same availability answer for everyone. Giving untrue availability information is its own violation, so the agent answers from the same listing data every time.
- Crime and schools: same facts, every caller. HUD's April 2026 letter and NAR's June 2026 FAQ both put the line at sharing information consistently. An agent that tells investors one thing and families another fails that test.
- Vouchers need a written answer. Many states and cities protect renters who use housing vouchers, per PRRAC's tracker. Never let the agent improvise a no.
Paste these guardrails into your business details, or make them a guide of their own:
Disclosure and call recording
Federal law allows recording a call with one party's consent, but about 11 states generally require everyone's, including California, Florida and Pennsylvania, per the Reporters Committee's recording guide. A notice in the greeting handles it.
On saying it is AI: the FCC's 2024 ruling treats AI-generated voices as artificial under the TCPA, which governs calls made to consumers, not calls you answer. There is no single federal rule for answering. The simple practice is to say "virtual assistant" in the greeting and answer honestly if asked, which is what guide 5 does. This is not legal advice; check your state and local rules.
Test it before your callers do
Call your own number and try each trigger, then the edge cases: a gas smell, "are you a robot", "do you take Section 8", an angry caller who wants a person. Vapi's guide suggests writing examples for the happy path, an edge case and an error; test the same three. Tighten any step the agent rambles on. The testing guide has a full week's plan. callflo.ai starts at 39 dollars a month on annual billing, on the pricing page, and the property manager page shows these playbooks on a leasing line.