---
title: "Before You Pay a Bot to Answer the Phone, Count the Calls You Actually Miss"
description: "Every missed-call number used to sell AI phone agents to pizzerias comes from a company selling them. Here's what the systems cost, what the chains learned the hard way, and the free one-week count that tells you whether your phone is really leaking orders."
canonical_url: https://ovenscars.com/articles/the-phone-you-dont-answer/
author: "Oven Scars Editorial"
publisher: "Oven Scars"
section: "Technology"
date_published: 2026-11-01T00:00:00.000Z
tags: ["ai", "phone-orders", "technology", "margin"]
word_count: 1177
reading_time_minutes: 9
license: "CC BY-NC-ND 4.0 — cite as \"Oven Scars\" and link the canonical URL"
---

# Before You Pay a Bot to Answer the Phone, Count the Calls You Actually Miss

*Every missed-call number used to sell AI phone agents to pizzerias comes from a company selling them. Here's what the systems cost, what the chains learned the hard way, and the free one-week count that tells you whether your phone is really leaking orders.*

**Operator takeaway:** For one full week, including a Friday and Saturday, log every inbound call by hour: answered, missed or put on hold. Multiply the missed rush calls by the share you think were orders and by what a phone ticket keeps after food and card fees. If a month of that doesn't clear the plan price twice over, fix your hours listings and phone greeting first and skip the bot for now.

Voice-ordering companies told PMQ this year that [the average pizzeria misses 30% of its incoming calls](https://www.pmq.com/tech-yes-and-tech-no-3-bold-pizza-industry-predictions-for-2026/). Maple, another vendor, puts it at [33% during peak hours, a figure it says comes from merchants' own estimates during onboarding](https://www.maple.inc/blog/the-state-of-restaurant-phone-communication-insights-from-1-million-calls). Both may be right. Neither was measured by anyone who doesn't sell the fix. That's the honest state of AI phone answering for pizzerias: it works at scale for some chains, it costs real money every month, and the case for buying it rests on a number you can measure yourself, for free, in a week.

## The chains proved a bot can take orders. They also proved it can get them wrong

Jet's Pizza is the case everyone cites. The chain started AI ordering in late 2019 and has passed [10 million AI orders and more than $250 million in AI-driven sales across 460-plus stores](https://www.businesswire.com/news/home/20251211466351/en). That total blends text ordering with its phone bots, and the release gives no figures for the phone side alone. The original reason was staffing. Jet's CIO Aaron Nilsson told QSR: ["One of the biggest concerns we were hearing from franchisees was getting enough applications in the door."](https://www.qsrmagazine.com/operations/technology/jets-pizza-fulfills-5-million-orders-via-hungerrushs-orderai-text-and-talk/) Peter Piper Pizza put SoundHound's phone ordering into [41 restaurants in Arizona and New Mexico](https://www.digitaltransactions.net/peter-piper-pizza-rolls-out-soundhounds-ai-ordering-platform/) last year.

The other side of the ledger is just as public. McDonald's [ended its AI drive-thru test with IBM in 2024](https://www.ibj.com/articles/mcdonalds-ending-its-test-run-of-ai-powered-drive-thrus-with-ibm) after a string of order mistakes went around social media. Taco Bell, with voice AI in [more than 500 drive-thrus](https://www.techspot.com/news/109248-taco-bell-slows-down-ai-drive-thru-push.html), began rethinking where to use it, including keeping it out of its busiest stores. Its digital chief told The Wall Street Journal, "sometimes it lets me down, but sometimes it really surprises me." A drive-thru isn't your phone line, but the lesson travels. The rush is exactly when a bot and a customer are most likely to talk past each other.

Closer to the pizza counter, The Boston Globe looked at New England shops using Loman. One owner's stores [each take at least 1,000 calls a month. Of more than 1,700 Google reviews across his restaurants, 20 mention AI or "robot" phones, mostly one and two stars](https://www.bostonglobe.com/2026/01/18/business/ai-restaurants-phone-pizza/). One customer told the paper she got stuck in an automated loop and couldn't reach a person. Another got marinated chicken instead of plain, with no warning. Neither has ordered there since.

## What it costs, and what the minutes eat

Loman lists its starter plan at [about $199 a month billed monthly, with about 500 minutes of talk time and about 59 cents a minute after that](https://loman.ai/llms.txt). Sending orders straight into Toast, Square or Clover sits in the roughly $399-a-month Premium tier. Watch the minutes. At 1,000 calls a month, the floor at the Globe's pizzerias, 500 minutes works out to 30 seconds a call before overage starts. Slang, which is built more around reservations, lists plans [starting at $399 per location](https://www.slang.ai/pricing) without saying on that page whether the price is monthly.

The vendors' outcome claims are bigger. Loman told the Globe its system is [98.6% accurate, lifts phone revenue 26% and saves customers about $2,500 per store per month in labor](https://www.bostonglobe.com/2026/01/18/business/ai-restaurants-phone-pizza/). Read those like the mileage sticker on a used truck: possible, but measured by the seller.

- **Missed calls:** [30% of all calls, per voice-ordering vendors](https://www.pmq.com/tech-yes-and-tech-no-3-bold-pizza-industry-predictions-for-2026/) (via PMQ); [33% at peak, merchant-estimated](https://www.maple.inc/blog/the-state-of-restaurant-phone-communication-insights-from-1-million-calls) (Maple)
- **What callers wanted:** [12% takeout or delivery orders, 22% hours or directions, 15% menu questions](https://www.maple.inc/blog/the-state-of-restaurant-phone-communication-insights-from-1-million-calls) (Maple, 1.2 million calls)
- **Price:** [about $199/month, ~500 minutes, ~59¢ a minute after](https://loman.ai/llms.txt) (Loman starter); [from $399 per location](https://www.slang.ai/pricing) (Slang)
- **Jet's Pizza:** [10 million+ AI orders, $250 million+ in sales, text and phone combined](https://www.businesswire.com/news/home/20251211466351/en) (HungerRush release)
- **Customers:** [nearly 1 in 5 who used AI customer service saw no benefit; half worry AI will keep them from a person](https://www.qualtrics.com/news/ai-powered-customer-service-fails-at-four-times-the-rate-of-other-tasks/) (Qualtrics, 20,000+ consumers)
- **What a ticket keeps:** [COGS about 20% of pizzeria revenue](https://pos.toasttab.com/blog/on-the-line/how-much-do-pizza-shops-make); [card fees 2.5% to 3.5%](https://pos.toasttab.com/blog/on-the-line/what-is-a-merchant-fee) (Toast)

The break-even is simpler than the pitch. Take Toast's 20% for food and 3% for card fees, and a hypothetical $30 phone ticket keeps about $23. The $199 plan needs about nine recovered orders a month to pay for itself. The $399 tier needs about 18. If you really are missing a third of your Friday calls, that bar is low. If you're missing five calls a week, it isn't.

The phone that rings out at 6:40 on a Friday isn't a technology problem until you've counted it. Until then, it's a guess with a monthly subscription.

## Not every missed call is a missed order

In Maple's data, only [12% of calls were takeout or delivery orders](https://www.maple.inc/blog/the-state-of-restaurant-phone-communication-insights-from-1-million-calls). Reservations were the biggest share, which tells you Maple's customers lean toward sit-down restaurants. A pizzeria's mix will run heavier on orders. How much heavier, nobody has published, and that's the number that decides whether a bot pays. If your missed calls are mostly "are you open?", a lot of them go away with accurate hours on your [Google profile](/articles/your-google-profile-is-your-real-storefront/) and a recorded greeting that points callers to [your own ordering site](/articles/online-ordering-first-party-vs-marketplace/).

Customers aren't sold yet, either. In Qualtrics' survey of more than 20,000 consumers, [nearly one in five who had used AI for customer service saw no benefit, and half worried that companies' AI would keep them from reaching a person](https://www.qualtrics.com/news/ai-powered-customer-service-fails-at-four-times-the-rate-of-other-tasks/). If you do buy, pick a system that hands off to a human when the caller asks, and listen to the recordings every week for the first month.

## The one-week count

Before you take a demo, count. For seven days, including a Friday and a Saturday, log every inbound call by hour: answered, missed, or answered and put on hold. Most internet-based (VoIP) and POS-linked phone systems keep a call log. If yours doesn't, a tally sheet taped next to the phone works. When a missed number calls back or orders online, note it. That's a call you didn't actually lose.

Then run the math with your own ticket, not the vendor's. It's the same rush-hour report you'd use to [schedule to your sales curve](/articles/schedule-to-the-curve/), and it fits next to the priority list in [Tools That Don't Kill the Craft](/articles/tools-that-dont-kill-the-craft/): fix ordering first, but only spend on what you can measure.

For one full week, including a Friday and Saturday, log every inbound call by hour: answered, missed or put on hold. Multiply the missed rush calls by the share you think were orders and by what a phone ticket keeps after food and card fees. If a month of that doesn't clear the plan price twice over, fix your hours listings and phone greeting first and skip the bot for now.

The honest gap: nobody independent has published how many calls pizzerias miss, how many of those were orders, or how many callers hang up on a bot instead of ordering from it. Every outcome figure in this piece comes from a company that sells the product or a chain that bought it. Your one-week count will be the first neutral number in the conversation. It still won't show you the regular who stopped calling last month because nobody picked up.

## Sources cited

- https://www.pmq.com/tech-yes-and-tech-no-3-bold-pizza-industry-predictions-for-2026/
- https://www.maple.inc/blog/the-state-of-restaurant-phone-communication-insights-from-1-million-calls
- https://www.businesswire.com/news/home/20251211466351/en
- https://www.qsrmagazine.com/operations/technology/jets-pizza-fulfills-5-million-orders-via-hungerrushs-orderai-text-and-talk/
- https://www.digitaltransactions.net/peter-piper-pizza-rolls-out-soundhounds-ai-ordering-platform/
- https://www.ibj.com/articles/mcdonalds-ending-its-test-run-of-ai-powered-drive-thrus-with-ibm
- https://www.techspot.com/news/109248-taco-bell-slows-down-ai-drive-thru-push.html
- https://www.bostonglobe.com/2026/01/18/business/ai-restaurants-phone-pizza/
- https://loman.ai/llms.txt
- https://www.slang.ai/pricing
- https://www.qualtrics.com/news/ai-powered-customer-service-fails-at-four-times-the-rate-of-other-tasks/
- https://pos.toasttab.com/blog/on-the-line/how-much-do-pizza-shops-make
- https://pos.toasttab.com/blog/on-the-line/what-is-a-merchant-fee

---

Published by [Oven Scars](https://ovenscars.com/), news and ideas for pizzeria owners. Editorial standards: https://ovenscars.com/editorial-standards/.