Use cases
AI for vacation rentals and lodges that ship guest stays, not phone calls
Direct booking, channel management, guest messaging, multi property support, and a voice assistant for guest FAQ, running on a private federation instead of a rented booking platform. Built by an engineer who shipped a cabin rental property in the Ozarks.
Booking platforms take a cut. The phone takes the rest of the day.
Most vacation rental pain is booking commission, repetitive guest questions, and a calendar that desyncs across every platform. Direct bookings are profit. Platform bookings are revenue with a fee attached. Most operators do not capture enough of the direct side because the direct booking experience does not match the polish of the big platforms.
Operators we have worked with ship the same four bottlenecks. Channel desync that double books a unit. Guest questions answered fifty times a season. Cleaning crew schedules built by hand every week. And direct booking conversion that lags the platforms because the site behind it is thinner.
Channel desync
A booking on one platform does not always block on another, so a unit double books, costs a refund, and earns a bad review. Calendar sync alone is not reliable.
Repetitive guest questions
What is the wifi password. How do I find the cabin after dark. Where is the nearest grocery. Asked daily, answered by hand.
Cleaning crew schedules
Bookings end Sunday at eleven. Eight units, four cleaners, three hours. The schedule gets rebuilt by hand every week.
Direct booking conversion
A guest arrives from a search, looks at availability, and abandons because the booking flow is two screens worse than the platform they know.
What runs inside your federation
Five capabilities that fit alongside every channel
A property page you own
Hand coded property pages with an availability calendar, instant book, and a payment flow that ranks for cabins near a destination without a monthly seat fee.
One source of truth
Availability and rates held in your own system and pushed to every platform in real time, not polled from a shared calendar file.
Automated and on time
Pre stay welcome, check in instructions, mid stay check, post stay review request, triggered and templated from your own guest history.
An answer, not a hold queue
Guest calls or texts and the assistant answers wifi, directions, grocery, and attraction questions instantly, then escalates real issues.
Driven by your bookings
Bookings drive cleaning windows automatically. The crew gets a schedule on their phone, signs off through the app, and the owner gets photos back.
Grounded in your property
The assistant answers from your own destination guide and property notes, not a generic model guessing at your driveway or your gate code.
Why hospitality data stays inside your own federation
A vacation rental holds guest names, arrival dates, gate codes, payment details, and sometimes the medical or access needs a guest mentions in a message. None of that belongs inside a shared model that a booking platform or a chatbot vendor can see. In a private federation, the reasoning core that answers a guest's text runs on hardware you own, reading a guest record store you control. The assistant can quote your own check in instructions and your own local guide without any of it being sent out to be understood by someone else's model.
Real work: White River Cabins
White River Cabins is a vacation rental property near the White River in the Ozarks. We built a direct booking site that captures the destination search and routes guests to instant booking without a platform commission on that traffic. The site uses lodging schema, an image gallery, and a voice and text assistant for guest questions during the stay.
What ships on that property: per cabin pages with full lodging schema, live availability, direct payment, automated guest messaging, and the answer engine optimization stack that lifts the property into AI Overviews for Ozark river cabin searches and similar destination queries.
Hospitality FAQ
Buyer questions, hospitality specific
Do you build an AI receptionist for vacation rentals?
Yes. The voice and text assistant is an AI receptionist for vacation rentals. It answers guest calls and texts about wifi, directions, check in, and local recommendations instantly, day or night, then escalates real issues like lockouts or maintenance to the owner. It runs on your own federation across every property, so a guest gets an answer without you picking up the phone, and the conversation never leaves your infrastructure.
Can my vacation rental show up in Google AI Overviews?
Yes. Getting a vacation rental into AI Overviews comes down to structured lodging data, clear destination and property answers, and an answer engine optimization stack the models can quote. We ship lodging schema, speakable FAQ content, and direct booking pages that earn AI Overviews placement for destination and property type searches instead of leaving that surface to the booking platforms.
Will I lose my Airbnb or Vrbo listings?
No. The direct site complements your listings on booking platforms. A channel manager keeps every calendar in sync from your own system of record. Most operators see direct bookings rise without platform bookings falling.
What about transient occupancy tax?
The booking system collects and remits occupancy tax for your county. We configure the rate at deploy and the booking confirmation shows it as a separate line item.
Can the AI handle a guest emergency?
The voice assistant is built to escalate emergencies to the owner phone immediately. AI handles routine questions only. Lockouts, broken plumbing, and safety incidents page the owner directly.
Does a direct booking site actually rank against the big platforms?
For destination plus property type queries, yes, when paired with the answer engine optimization stack. Booking platforms dominate brand searches. Direct sites win the informational and long tail queries a private federation is built to answer.
What about accessibility on the booking site?
Sites ship with WCAG 2.1 AA targeted compliance, semantic markup, and an accessibility statement page.
Other industries
Other verticals we ship to
Tax and accounting
CPA firms, preparers, ITIN filers, audit defense.
Real estateBrokerages and agents
Listings, CMAs, neighborhood guides, lead routing.
Combat sportsGyms and studios
Class booking, member portal, video, kids program.
ConstructionContractors and trades
Quotes, scheduling, project galleries, portals.
MedicalClinics and practices
Patient portals, privacy aware intake, scheduling.
InsuranceAgencies and carriers
Quotes, agent CRM, lead routing, policy retrieval.
Begin
Should your property run its own federation?
The readiness assessment answers exactly that, for your data and your goals, and ends with a real plan.