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Self learning pricing for short term rentals

It learns from your bookings, not your neighbors'.

Every pricing tool starts with the market. Most never get past it. Yours learns from your first booking and every one after, so the longer it runs the less your neighbors matter. Nothing moves without your OK.

No booking history yet? No problem. It goes deep on your market comps to set a baseline, then starts learning your place from your very first booking.
+35%RevPAR against our best year at the same date. It is the one number that counts rate and empty nights together
27% → 40%occupancy against our best year. Same five units, same date, not one room added
127%of our best year ever, and there are still four months left to sell
ADR came down 10% on purpose. RevPAR is the number that pays you.
Live figures from the owner's dashboard, September 8 2026, net of channel fees.
The part that compounds

A self learning revenue manager

Raise, hold, or come down. It picks one of the three for every night off your own history, tells you why, and waits for your tap.

How it works

It prices your year, then works your close in nights.

Read only to start. Nothing reaches a guest without you.

Most tools copy the market. This one learns your place.

Comp based tools PriceLabs, Beyond, WheelhousePriceLabs, Beyond
MileHigh AI by an operator
Price off the listings down the streetCopies nearby listings
Prices from your own paid history, night by nightLearns your own paid history
Discount to fill, with nothing stopping them going too lowCuts to fill, no floor
Will not cut below the price your own bookings still convert atNever cuts below what your nights convert at
Push on their own, so you babysit a black boxPushes on its own
Proposes, gives the reason in a line, waits for your tapProposes, waits for your tap
Generic event bumps off a calendar they shipped withGeneric event calendar
Your events rated from what those weekends earned youYour events, rated on what they earned
Rules you set once that never learn from what bookedStatic rules you set once
Learns from the prices nobody took, not only the ones that soldLearns from prices nobody took
1

Connect

Plug in your channel manager. It reads your bookings and calendar, nothing else. Read only, key encrypted.

Eligible channel managers
HostexHostawayGuestyBeds24OwnerRezLodgifySmoobuHospitable

If yours is on the list, say the word.

2

It prices your year

It reads every night you have ever sold, finds your seasons and the events that really fill you, and prices twelve months out.Reads every night you have sold and prices twelve months out.

3

The advisor takes over

Inside your booking window it watches each night and brings you only the ones worth moving, with the reason in a line.Watches each night and brings you only the ones worth moving.

4

It gets sharper

Every outcome is scored. Next year's prices start from what actually happened this year, not from where you began.Every outcome is scored. Next year starts from what happened.

A whole revenue team, running nightly.

Will not cut a working price

For every season it works out the lowest price your own bookings say still converts, and it may not go below it.It cannot go below the price your bookings still convert at.

It knows the odds

It reads how often a night like this still books at twelve days out, at seven, at three. That decides what reaches you.It knows how often a night like this still books at seven days out.

Your events, your rates

Each weekend is rated from what it earned you before. Once the peak night sells, the rest revert so they do not sit empty.Each weekend rated on what it earned you before.

Stranded nights rescued

When a booking leaves a one or two night hole it relaxes the minimum stay or steps that night down, never your weekend rate.One night holes get filled without touching your weekend rate.

Sees the bad week coming

Wildfire, smoke, road closures, storms. It reads the public feeds and messages you before the cancellations start.Fire, smoke, road closures. You hear before the cancellations.

Nothing ships untested

A new version runs beside the live one for weeks, scored against real bookings, before it may set a price anyone sees.Every new version is scored against real bookings first.

It prices every night a full year out.

Most tools fight for tonight. The money you are leaving behind is a year out, in the weeks that quietly sat at last year's price.

Far out, the model's job

Every night for the next twelve months carries a price built from your own paid history, with a premium where an early booker will pay one.Twelve months priced from your own paid history.

Close in, the advisor's job

Close in, a night either fills or it is gone. The advisor proposes a fill, a raise or a bounded discount, each waiting on your tap. Never below your floor, never the same night twice.A fill, a raise or a bounded discount, each waiting on your tap.

Results

Same rooms. More nights sold.

Two properties in Twin Lakes, Colorado: a five unit lodge and one whole house. Nothing was added or renovated. Both measured to the same date every year.

Same point in the year, three years running

Both properties, and the half we stand behind

The years before were priced by hand. This is the first year on MileHigh. Every pricing company shows you a lift, so here is ours, split by how much of it we can actually attribute.

The lodge

Five units. Penthouse, carriage house and three rooms.
Nights it sold446620
How full it ran35%49%
Earned per available night$62$77
86% of this year's bookings were taken after the tool went live. 342 of 398. This is the part we claim.

The mountain home

One whole house, same town, same system.
Nights it sold158198
How full it ran62%78%
Sixteen more points of the year sold
Most of this year was already on the books before the tool arrived, so we do not claim it. Next year is the clean test.
The lodge · nights sold to the same date each year
Its best year before MileHigh446 nights
Its first year on MileHigh620 nights
The mountain home · next year

2027 was priced by MileHigh from the start.

MileHigh had priced 2027 before a single 2027 night was booked. Every one of them sold at its prices.

On the books for the following year, same point in the calendarOn the books, same dateNightsNightly rateRateRevenue
2026, its best year to date2026, best year to date37$311$11,505
2027, priced by MileHigh2027, on MileHigh69$505$34,871
Nights already sold for the following year, counted at the same date each year. 1.9× the nights, at a 62% higher rate.
Pricing

One extra booking a year pays for it.

Every plan is the whole thing. Nothing gated, no upgrade to unlock the AI.

$49per listing, per month
1 to 4
$39per listing, per month
5 to 19
$29per listing, per month
20 or more
What one listing has to earn back
3 nightsa year
$49 a month is $588 a year. If your place averages $200 a night, three bookings you would not otherwise have had covers it, and the rest of the year is yours. It is a deductible business expense as well, so the real cost is lower than the sticker.
  • The full model, a year out
  • The close in advisor, with its reasoning
  • Events, gaps and minimum stays
  • Your floors, your ceiling, your approval
  • Pushed to every channel and read back
  • Monthly. No contract, no setup fee
Can I cancel?

Monthly. Your prices stay where they are on your channels, and your history is yours.

How much history does it need?

None to start. With no history it prices off your market comps, then learns your place from your first booking. A full season sharpens it, three is better, and where a night is still too thin to read it says so and holds rather than guessing.

I already use PriceLabs.

Run both a month. The free assessment shows where the two disagree on your own calendar.