AI Receptionist for Insurance Agencies

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An AI receptionist for an insurance agency should take the callback and then stop. On Retell's pricing page, checked in October 2026, a starter minute is $0.1078 before the $2 phone number: GPT 4.1 mini on the standard tier at $0.0128, voice infrastructure at $0.055, platform text-to-speech at $0.015, US Twilio telephony inside Retell at $0.015, and PII removal at $0.01. The 2026 Agency Universe Study, released by the Big "I" and Future One on 23 September 2026, puts independent agencies at about 37,000. Eighty-six percent of agents still want customer service to come through the agency by phone or another non-online path, and they are not comfortable getting quotes from self-service. That split is the offer: nights and weekends get a careful message, and a licensed producer still makes the quote.

The same study is why a narrow desk sells when a vague "AI package" does not. Forty-six percent of agencies said they used AI in 2026, up from 15 percent in 2024, but the common jobs were marketing copy (49 percent), coverage-form analysis (43 percent), and contract review (35 percent). Sixty percent said they do not know what AI can actually do, and 48 percent named security and privacy, both up 10 points from 2024. You are selling one repeating job they already understand, with the transcripts sitting in their account.

Who pays for an insurance-agency receptionist?

The buyer is the owner of a small independent property-and-casualty agency that still wants the phone answered and has not been adding people to do it. Average staff across the study was 9.9, up from 8.2 in 2024, and one in three agencies said headcount rose. Small agencies were the least likely to have added anyone. Finding candidates was the top overall challenge, named by 45 percent, ahead of "keeping up with AI" at 43 percent and growing personal lines at 41 percent.

They already spend on being found. Average marketing budgets rose from $14,300 in 2024 to $20,600 in 2026, and 47 percent ranked social and digital marketing first, followed by Google Business, search, and the website. A voicemail after that spend is the leak. Three in four agencies reported higher revenue from 2024 to 2025, and the share reporting a decline fell from 12 percent to 8 percent, so the buyer is busy, not distressed.

What they will not hand to a bot

Less than a quarter prefer carrier websites or apps for service. They are comfortable with self-service for policy documents, billing, and claims paperwork. They are not comfortable with self-service for buying a policy or obtaining a quote. Fifty-seven percent said customer experience got more attention, and the same share said producers and customer service staff need training to sell on value rather than price. A bot that blurts a premium fights both findings.

An agency script has to tell a new auto inquiry from a certificate request, a billing question, and a loss with someone hurt. That handoff is the work catalogued under AI income and cash flow. The study's biggest technology headache is still multiple carrier portals, so the first version does not log into those portals. It writes a structured note and stops.

Can the receptionist quote a policy?

No. California Insurance Code section 1631 says a person shall not solicit, negotiate, or effect contracts of insurance, or act in the licensed capacities in that chapter, without a valid license from the commissioner, unless an exemption in that article applies. Other states license producers under their own statutes. You are not the producer. The agency is. The safe product is a message, a callback window, and a transfer when the call is urgent.

Use a static first sentence so a hang-up inside 10 seconds is not lifted to Retell's 10-second minimum. That minimum applies when a dynamic opening plays and the AI speaks first. Say this, in the agency's name: "This call may be recorded. I can take a message for a licensed agent. I can't quote a price or say whether a loss is covered." Then collect a name, a callback number, whether they already have a policy at the agency, the line of business in plain words (auto, home, or something else), and a time to call back. For a loss, ask whether anyone is hurt and the date, then transfer to the on-call licensee. Do not collect a Social Security number, a payment card, or a bank account. Do not say "you're covered," "that's a total loss," or "the premium should be about."

Recording consent before the first question

California Penal Code section 632 makes it a crime to intentionally record a confidential phone communication without consent from all parties. The fine cap is $2,500 per violation, or $10,000 per violation after a prior conviction under that section or sections 631, 632.5, 632.6, 632.7, or 636. A policy call is the sort of conversation people expect to stay private, which is the statute's test, unless they have already been told it may be recorded. Build the disclosure into the first sentence for every agency, including shops outside California, and have the owner confirm it with their own counsel. Retell's pay-as-you-go plan includes an opt-out for recording and transcription; turn recording on only after that sentence is in the script.

What does one minute of the receptionist cost?

The starter minute is $0.1078, plus $2 for a Retell phone number, using the lines published on the pricing page in October 2026. Retell's own range for voice AI on pay-as-you-go is $0.07 to $0.31 a minute depending on the model, the voice, and the add-ons. There is no monthly platform minimum and no annual contract. You pay for connected time, tracked to the nearest second, including silence, because speech-to-text stays on. Unconnected calls are not billed. After a transfer, the AI fee stops and telephony keeps running for the rest of the bridged call.

Line	Published price	Use it for this desk?
GPT 4.1 mini, standard tier	$0.0128 per minute	Yes. Fast tier is $0.0192 and is not in the $0.1078 sum.
Retell voice infrastructure	$0.055 per minute	Yes. It is on every voice minute.
Platform text-to-speech	$0.015 per minute	Yes. ElevenLabs voices are $0.040 and would raise the minute.
US Twilio telephony inside Retell	$0.015 per minute	Yes, if Retell holds the number. Custom SIP trunking is $0 on Retell's side.
PII removal	$0.01 per minute	Yes. Insurance calls collect names, phones, and policy talk.
Retell phone number	$2.00 per month	Yes for the managed number. The $10 signup credit does not pay for it.
Knowledge base	$0.005 per minute, plus $8 per base per month after 10 free bases	Not in version one. Retrieved text also counts toward the 4,000-token scaler.
Extra concurrency	20 calls included, then $8 per extra concurrent call per month	No for a single agency line.
Smith.ai AI Receptionist Pro	$150 per month for 75 real calls at $2.00, then $2.50	The published plan agencies can buy without you. Enterprise is $500 for 300 calls at $1.67.

Data note: Retell, Twilio, and Smith.ai prices were read on 3 October 2026 and can change. The $0.1078 figure is the sum of five published lines, not a single SKU Retell prints on the card.

If the agency already has Twilio

Custom telephony is $0 a minute on Retell, and the carrier bills you instead. Twilio's US voice page, current as of August 2026, lists local inbound at $0.0085 a minute and a local number at $1.15 a month. Swapping those in for Retell's $0.015 telephony and $2 number changes the starter minute from $0.1078 to $0.1013. How those minutes behave on a remote line is in the Twilio voice minute guide. Leave Twilio's $0.0025-a-minute recording off unless the agency wants a second copy.

A prompt over 4,000 LLM tokens scales billed duration by tokens divided by 4,000, rounded up. Retell's example is a 60-second call at 4,800 tokens billed as 72 seconds. The count includes the prompt, tools, the transcript, tool results, and any knowledge-base text. Testing bills like production. GPT 4.1 mini text checks are $0.004 per AI message, and a simulation also bills the model playing the caller. New accounts get $10 in credits. Buy the number only after the text script is stable: the $10 does not pay for the number, and a card has to be on file.

How do you launch the first agency?

Put the Retell account in the agency's name, with their card and their login. That matches the privacy objection: 48 percent of agencies named security as a barrier, and a transcript file in your personal account is a hard no. Your sandbox can be a separate login with the $10 credit and, when you are ready to hear it, a $2 number of your own. Their production number is theirs.

Step	What you do	Done when
1. Account	Agency creates Retell, adds a card, and invites you as the person who edits the agent.	You can open the agent without using your personal card for their minutes.
2. Model	Set GPT 4.1 mini, standard tier, a platform voice, PII removal on, knowledge base off.	A test chat shows the $0.004 message rate path, not a realtime speech model at $0.345 or more.
3. Script	Static greeting with the recording line and the no-quote line. Intents: new inquiry, existing client, certificate, billing, urgent loss.	Prompt, tools, and a sample transcript stay under 4,000 tokens on a long test chat.
4. Handoff	Webhook to the on-call producer's email with name, phone, intent, and callback window. Transfer number for injury losses only.	One text simulation produces an email the producer can act on without calling you.
5. Phone test	Buy their $2 number. Place a few real calls. Confirm silence still bills, and a transfer drops the AI fee.	You have three recordings that never quote a price.
6. Forward	Agency points evening and weekend overflow to that number from the phone system they already pay for.	One live evening call shows up in their email before the next business morning.

Run the early checks as text. A simulated caller bills a second model, so keep that fake caller cheap and leave the agent on GPT 4.1 mini. Batches bill every case with no discount. Web calls skip telephony. Save phone minutes for the last pass. Smith.ai's free plan is $0 for 25 real calls and $3 after that, and paid plans need 30 days' notice to cancel. That is only a picture of what the owner may already be testing.

What should you charge the agency?

Say you charge $249 for the month to write the script, read transcripts, and keep the bot inside the scope card, while the agency pays Retell. The $249 is an example fee, not a surveyed market rate. The provider bill below uses a hypothetical volume: 75 connected calls, the same count Smith.ai Pro includes for $150, at a hypothetical 4 minutes each.

Invoice in dollars, then test the offer

Bill that fee in dollars from Mercury so the agency pays a US business account instead of arranging an international wire. Post the same offer once, as a free listing, on Brixaz and see which agency owners reply before you promise a second script. If a state treats this remote service as taxable, the federal return does not answer that; use the sales-tax nexus guide for the state question. If you are a US citizen, IRS rules for citizens abroad still tax worldwide income, and the filing obligation is generally the same as it would be at home. Price the $249 as income, not as a tool reimbursement, when the agency is the one paying Retell.

What fails on the first real claim call?

The expensive failure is a coverage sentence. "That should be covered" or a guessed premium is the bot acting like a producer. California's licensing line is the clearest statute to design against, and it is not a nationwide code. Have the agency's own licensee sign the scope card. The second failure is a recording with no disclosure, which in California sits under the $2,500 fine cap in Penal Code section 632, higher after a prior offense. The third is a bloated prompt: cross 4,000 tokens and a calm 4-minute call is billed as more than 4 minutes. Retrieved knowledge-base text counts, which is why version one leaves that add-on off.

Spam that connects is still billable on Retell. Smith.ai filters what it calls 20 million-plus known spam numbers and lets AI customers pull up to 10 percent of calls off a bill. You do not get that allowance. A connected robocall still costs $0.1078 a minute, so agree on a weekly block list. Do not promise to file the claim, issue the certificate, or open a carrier portal. Log the request and leave the portal to the morning staff.

A starter path and an operator path

Start with one agency, their Retell account, the static script, email handoff, and five hours in the month at the example fee of $249, against their $34.34 provider bill at the example volume. Add a second agency only after a week of transcripts with zero quote attempts. Add the injury transfer only after the on-call person has answered a test call. Leave ElevenLabs, knowledge bases, and extra concurrency off until a real week of audio shows the platform voice failing.

Sources checked

Read the scope card out loud on a test call before any evening forward. If the third sentence quotes a price, fix the prompt in text, where GPT 4.1 mini is $0.004 a message, and only then spend voice minutes.

• Big "I" and Future One, 2026 Agency Universe Study (23 September 2026): 37,000 agencies, phone preference, AI adoption, marketing budgets, staffing.
• Retell AI pricing and billing exceptions: component rates, $2 numbers, 4,000-token scaling, transfer and silence rules. Testing credits are on the testing pricing page.
• Twilio US voice pricing (page dated August 2026): $0.0085 local inbound and $1.15 local numbers.
• Smith.ai AI Receptionist pricing: $0 for 25 calls, Pro at $150 for 75 calls, Enterprise at $500 for 300.
• California Insurance Code section 1631 and Penal Code section 632.
• IRS: US citizens and resident aliens abroad.
• Michael Heredia pricing, checked the same day, for the $8,000 receptionist and what the buyer pays afterward.