# ProhostAI

Aiolum story: https://aiolum.com/story/prohostai/ · added 2026-11-05 · updated 2026-11-05

**In short.** ProhostAI (AI property manager for short-term rental hosts, USA): 13K+ properties on the platform, November 2026. Evidence grade E: no revenue figure was checked. Team: 2 co-founders; Y Combinator's directory lists a team size of 5 (read November 2026). Launched 4 September 2024; still running, revenue growing.

AI property manager for short-term rental hosts · USA · AI-native · team of 2 to 10 · still running, revenue growing · group: Real estate and architecture visuals

- Outcome: 13K+ properties on the platform, November 2026 (evidence grade of the headline number: E; no revenue figure)
- Launch: 4 September 2024; months from launch to the outcome: 26
- Team: 2 co-founders; Y Combinator's directory lists a team size of 5 (read November 2026)
- Outside funding: US$2.6M raised, Y Combinator and Pear VC, as the company states
- Main factor: Built by hosts who ran their own rentals on the product, with an official Airbnb connection
- Meters, 1 to 4: evidence strength 1, copyable pattern 2, capital needed 2
- Tags: AI-native, Small team, Funded, Running, B2B, Real Estate

Links:

- Visit prohost.ai: https://www.prohost.ai/
- App Store: https://apps.apple.com/us/app/id6503224326
- Google Play: https://play.google.com/store/apps/details?id=ai.prohost.android
- Product Hunt: https://www.producthunt.com/products/prohostai

**The product.** An AI assistant for people who rent out homes on Airbnb, Vrbo and Booking.com. It answers guest messages day and night, takes phone calls, schedules cleanings and repairs, writes guidebooks and offers paid extras such as early check-in. The pricing page lists a free plan for up to 25 properties and paid plans from US$10 per property per month.

**Why it worked.** The two founders were hosts themselves with 9 Airbnb homes, and they wrote that 70% of a host's work is repetitive messages and coordination. One of them had worked on AI at Airbnb for six years. They connected to Airbnb through its official API and to the main property management systems, so a host can switch it on in minutes.

Evidence grades: A = disclosed by a public company, a filing or a payment processor, or verified by one; B = two or more independent reports agree, or a journalist confirmed it; C = a founder claim that no one else verified; D = reported, not verified: one founder claim or a third-party estimate with no second source; E = no revenue figure found, so the headline is a non-money fact and the other facts carry their own grades; calc = computed on this page from graded facts.

## Summary

ProhostAI sells an AI property manager, software in which a large language model (a program trained on large amounts of text that writes replies) handles the routine work of a short-term rental, a home rented to travellers by the night. It reads guest messages from Airbnb and other booking sites, drafts or sends answers, turns a booking into a cleaning job and tasks, and sells extras such as late check-out. It connects to Airbnb through an official API (an interface that lets one program read and write data in another) and to property management systems (PMS), the booking software that larger hosts already use, such as Hostaway and Guesty.

Bill Ulammandakh, a former staff data scientist at Airbnb, and Andrew Lawson, a former software engineer at Dropbox, launched it at Y Combinator in September 2024. They wrote that they ran 9 Airbnb homes themselves and that their own automations had already handled 70% of their guest messages. In May 2026 the company stated 8,000+ properties on the platform; in November 2026 its home page states 13,000+ properties in 80+ countries. The company states that it raised US$2.6M from Y Combinator, Pear VC and others.

No source gives ProhostAI's own revenue. The "US$1.5M a year" in its Y Combinator profile is the founders' income from their rental homes, not the software company's revenue. This page is therefore grade E: the headline is a count of connected properties that the company states.

## Pricing

ProhostAI prices on its pricing page, read 5 November 2026 (grade C)

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Free | 0 | 0 | up to 25 properties; no AI replies or Autopilot; no AI credits |
| Build your own |  | 10 per property | pick modules: AI Messaging 10, Operations 8, Guidebooks 5, Direct Site 5 |
| All-in-one |  | 15 per property | every module; US$375 a month for 25 properties |
| AI Phone add-on |  | from 30 | AI receptionist, SMS and voice; uses AI credits |
| Smart Devices add-on |  | 5 per device | locks, thermostats, noise sensors |
| Enterprise | custom | custom | 50+ listings |

Property-management plans are priced per connected property per month; the page shows them for 25 properties and gives no separate yearly price. Paid plans have a US$30 minimum a month. Upsells carry a 4% commission on the Free plan and 2% on paid plans; direct bookings 3% on Free and 1% with the premium module, plus Stripe fees. AI use outside the booking sites draws on credits: 100 credits per US$1 spent. A second set of workspace plans (Starter US$30, Pro US$100, Business from US$200 a month) is sold for teams that use AI employees and workflows.

## How much revenue does ProhostAI make? The numbers, graded

A two-founder Y Combinator company from 2024 with a stated 13,000+ properties in November 2026 and no published revenue figure

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Properties on the platform, November 2026 | 13,000+ in 80+ countries | C | Company home page, read 5 November 2026. The same page states 750K+ messages sent and 50K+ cleanings completed. Not checked by anyone outside. | [4] |
| Properties on the platform, May 2026 | 8,000+ | C | Second Y Combinator launch post, 25 May 2026, "including paid customers and operators using our feature-rich free plan". The count does not say how many pay. | [3] |
| Growth in stated properties, May to November 2026 | about 62% | calc | Calculated: 13,000 divided by 8,000, minus 1, over about 6 months. Both are lower bounds ("+"). | [3, 4] |
| ProhostAI revenue | not published | E | No source states the company's revenue. The "$1.5M/yr" in the Y Combinator profile and the first launch post is the founders' own rental income: "We are Airbnb hosts with 9 properties ... and $1.5M/yr revenue." | [1, 2] |
| Launch | 4 September 2024 | C | First Y Combinator launch post, with a waitlist and a free trial for hosts on Hostaway or Guesty. | [2] |
| Founders | Bill Ulammandakh (CEO) and Andrew Lawson (CTO) | C | Y Combinator company page. Bill was a staff data scientist at Airbnb for 6+ years; Andrew a senior software engineer at Dropbox for 6+ years. | [1, 2] |
| Team size | 5 | C | Y Combinator directory, read 5 November 2026. Founded 2024, New York City, batch Summer 2024. | [1] |
| Funding | US$2.6M | C | Company about page: "we have raised $2.6M from top tier investors including Y Combinator and Pear VC." No date is given. | [6] |
| Airbnb connection | official API through Airbnb's OAuth sign-in | C | Company integration page: "The connection is a real API integration authorised through Airbnb's own OAuth flow". ProhostAI does not see the host's password. | [8, 7] |
| Hosts using it | 1,000+ | C | Company comparison page: "Trusted by 1,000+ short-term rental hosts." Hosts often run several properties each. | [9] |
| Mobile apps | iOS and Android | C | Store links on the company pages; the first launch post called the mobile app a main feature. | [2, 6] |

How to read this table: a grade C value is a statement by the company on its own pages or on Y Combinator's site. A "calc" value was computed on this page. No value is grade A or B, and no row is ProhostAI's revenue.

## When did ProhostAI launch, and how did it grow? Timeline

From a waitlist for Airbnb hosts to an AI operations product for property managers, in 26 months. Each entry carries its grade.

- **Before 2024** (grade C [2]): The founders run 9 Airbnb homes as Superhosts and build automations for their own guest messages.
- **Summer 2024** (grade C [1]): Accepted into Y Combinator's Summer 2024 batch.
- **4 September 2024** (grade C [2]): Launch post on Y Combinator: AI drafts for guest messages, maintenance tickets, cleaning management and upsells. Waitlist, and a free trial for Hostaway and Guesty users.
- **25 May 2026** (grade C [3]): Second launch post: "AI employees" that answer guests, take calls and coordinate cleanings; an MCP server for outside agents; 8,000+ properties.
- **November 2026** (grade C [4, 5]): Home page states 13,000+ properties in 80+ countries; pricing per property, with a free plan.

## Why did ProhostAI work?

### The founders were the first customers

They ran 9 rental homes and wrote that their own automations handled 70% of guest messages before launch. They still use the product on their portfolio, which the company now states as US$12M to US$15M of property under management.

### Connect, do not scrape

The company says its Airbnb link is an official API connection authorised through Airbnb's OAuth sign-in, not a browser extension or a shared password. It also syncs from PMS products such as Hostaway, Guesty, OwnerRez and Hospitable, so a host keeps the software they already pay for.

### Free for small hosts, per property for the rest

The free plan covers up to 25 properties without AI replies. The paid AI messaging module is listed at US$10 per property per month, so the bill grows with the size of the host's portfolio.

### From one inbox to many jobs

The 2024 product drafted guest replies. By 2026 the company sold named AI roles for cleaning, maintenance, reviews, pricing audits and finance, plus an AI phone line, to sell more to each host.

## How it was built

These details come from the company's own pages and its Y Combinator posts. They are grade C. No source names the language model that ProhostAI uses.

- A web app with native iOS and Android apps, because, in the founders' words, most hosts manage their properties from their phones.
- Airbnb data comes through the official API and OAuth; Vrbo, Booking.com, SMS, WhatsApp, email and Instagram messages come into one inbox.
- PMS connections to Hostaway, Guesty, OwnerRez, Hospitable and others, listed among 200+ integrations.
- An MCP (Model Context Protocol) server so that outside AI agents, such as Claude or ChatGPT, can work with ProhostAI's agents.
- An AI memory that the company says learns each property and the host's writing style; hosts upload PDFs, images and text to feed it.
- Upsell and direct-booking payments are processed with Stripe, according to the FAQ.

Sources: [2, 3, 5, 7, 8]

## Who tried this before ProhostAI, and why did they fail?

Three companies in our database of failed startups tried to sell software or services that run property or hotel operations. The values below are from that database and are not independently verified.

The failed startups come from our database of dead startups, retold here in our own words; Its entries are AI-assisted summaries of public sources, so they carry no evidence grade.

### Castle (2016 to 2019; funding US$2.7M; cause: Competition)

- Promise: On-demand property management for landlords, with tenant messages, repairs and rent collection handled through software.
- Why it died: High customer acquisition costs and a fragmented, competitive market; it could not reach profitable growth.
- Record: 

### Enzo (2020 to 2024; funding US$10M; cause: Unit Economics)

- Promise: An operating system for property managers: maintenance, vendors and daily operations in one place.
- Why it died: Property managers resisted changing tools, and each customer needed a lot of onboarding for the price paid.
- Record: 

### Lekee (2015 to 2021; funding US$42M; cause: Unit Economics)

- Promise: All-in-one management software for small independent hotels in China.
- Why it died: Price-sensitive owners, long in-person sales, and booking platforms that bundled cheaper software with their sales channel.
- Record: 

## What changed

Castle and Enzo needed people or long onboarding to run each customer's operations, and Lekee lost to booking platforms that gave software away. Their cost per customer was high and their price per customer was low.

ProhostAI sells to the host who already lists on Airbnb and connects in minutes through Airbnb's own sign-in or the host's PMS. A language model now writes the guest replies that a person used to write, so the free plan can carry small hosts and the paid modules are priced per property. Whether this pays for the company is not known: no source gives its revenue.

## Can one person copy ProhostAI now?

**Verdict: The method, yes. The head start, harder.**

A host who knows the daily work of rentals, and can build software, can still make a narrow tool for one part of it. ProhostAI's founders had two things that are hard to copy: years of AI work at Airbnb itself and an official Airbnb API partnership; the company calls itself "one of very few AI assistants" with one.

1. Run the business yourself first, and automate your own repetitive messages.
2. Connect through the platform's official API or through the PMS products your customers already use, never through a shared password.
3. Give small customers a free plan, and price the AI part per unit (per property, per seat).
4. Publish comparison pages against each competitor, as ProhostAI does for twelve of them.

**What is still open.** Other rental and hospitality niches with repetitive guest or tenant messages: long-term rentals, boutique hotels, campgrounds, coworking spaces.

## What could go wrong for ProhostAI?

- **What is not verified.** No revenue figure was found for ProhostAI. The Y Combinator profile's "$1.5M/yr" is the founders' income from their 9 rental homes in 2024, not the software company's revenue. The headline count of 13,000+ properties is the company's own statement on its home page in November 2026, and its May 2026 count of 8,000+ includes free users. No payment-processor profile, filing or interview with revenue was found. A reader could look for a funding announcement with revenue, or a founder interview with figures.
- **Dependence on Airbnb and PMS platforms.** The company states that its Airbnb link is an official partnership through Airbnb's OAuth sign-in, so it depends on Airbnb continuing that partnership. Many hosts connect instead through PMS products such as Hostaway and Guesty, so a change in those connections would also reach ProhostAI. The FAQ says ProhostAI "is not considered a PMS", so hosts are not moved to Airbnb's host-only fee model.
- **Many competitors.** ProhostAI publishes comparison pages against twelve products, among them Hostbuddy AI, Conduit, Hospitable AI, Boom, Breezeway and Turno. Its own Hostbuddy page credits that rival with a dedicated focus on AI guest messaging that works with several major PMSes.
- **Dependence on model providers.** No source names which language model writes the replies. The pricing page sells AI use through credits (100 credits per US$1 spent), which is this page's reading of a usage cost per message from a model provider (not stated by the company); a price change by that provider would reach ProhostAI's margins. Replies on the booking sites are unlimited on paid plans, so that cost is carried by ProhostAI.
- **Team and funding.** Y Combinator's directory lists a team size of 5, and the company says it raised US$2.6M from Y Combinator, Pear VC and others. Its pages also mention data scientists, engineers and designers and a careers page, so the team may be larger than the directory shows.

## Sources

1. Y Combinator company page: ProhostAI, AI Property Manager for Airbnb & Short-Term Rental Hosts — https://www.ycombinator.com/companies/prohostai (grade C). Read in full (the page data). Source for the founders, team size 5, founding year, batch and the founders' US$1.5M a year rental income.
2. Y Combinator launch, 4 September 2024: ProhostAI - AI property manager for Airbnb hosts — https://www.ycombinator.com/launches/Lmd-prohostai-ai-property-manager-for-airbnb-hosts (grade C). Read in full. Source for the first product, the founders' backgrounds, their 9 homes and the Hostaway and Guesty trial.
3. Y Combinator launch, 25 May 2026: ProhostAI, AI Employees for Property Management and Hospitality — https://www.ycombinator.com/launches/QVu-prohostai-ai-employees-for-property-management-and-hospitality (grade C). Read in full. Source for the AI employees, the MCP server and the 8,000+ properties.
4. ProhostAI home page, read 5 November 2026 — https://prohost.ai/ (grade C). Read in full. Source for 13,000+ properties, 80+ countries and the usage counters.
5. ProhostAI pricing page, read 5 November 2026 — https://prohost.ai/plans (grade C). Read in full. Source for the pricing table, commissions and AI credits.
6. About ProhostAI, read 5 November 2026 — https://prohost.ai/about (grade C). Read in full. Source for the US$2.6M raised and the founders' portfolio.
7. ProhostAI frequently asked questions, read 5 November 2026 — https://prohost.ai/faq (grade C). Read the sections on Airbnb, PMS and pricing. Source for the official Airbnb integration, the PMS list and Stripe fees.
8. ProhostAI integration page: Airbnb — https://prohost.ai/integrations/airbnb (grade C). Read in full. Source for the official API and OAuth connection.
9. Compare ProhostAI vs Hostbuddy AI — https://prohost.ai/vs/hostbuddy (grade C). Read in full. The company's own comparison page; source for the 1,000+ hosts and a competitor's strengths.
10. ProhostAI llms.txt, read 5 November 2026 — https://prohost.ai/llms.txt (grade C). Read the integration and comparison lists. Source for the twelve competitor pages and the PMS connections.
11. Database of failed startups, local export — /method/#dead (grade C). Local export. AI-written summaries, not independently verified. Source for the failed predecessors.

Contact: aiolum@livyden.com. Run ProhostAI? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: ProhostAI).