One real run · one complete calendar

Greg lowered the vacancy risk and raised the overbooking risk.

The same production run reconsidered all 365 dates, lowered one pressured August stay, raised remaining October and November dates that were booking too quickly, and independently confirmed every new price from Guesty.

REVIEWED365 dates
LOWERED2 nights
RAISED15 nights
CONFIRMED17 / 17

01 · Evidence packet

Wheelhouse is the anchor.
The listing decides the pressure.

Code prepares reproducible guideposts. Greg can read the underlying sources, challenge contradictions, and change a soft recommendation. The writer enforces only the owner's hard promises and verification rules.

Date-specific paceUSED
2 aheadfarther-out ordinary slices

Raised remaining dates to slow early booking

This listing had already accepted more nights than its dates normally should by this point. That is the strongest signal that the remaining prices needed to move up.

Near-term vacancyUSED
D-14one three-night rescue path

Lowered the complete stay by $9

August 3 to 5 remained open inside the final checkpoint. Greg moved the coherent stay, not the whole month.

BookBy historyUSED
365individual booking curves

Separated early-demand dates from difficult weekdays

Six usable seasons inform each date. The COVID shutdown years are retained in the corpus but excluded from demand curves.

WheelhouseUSED
market anchorrecommendation and reason

Started every price from strong revenue intelligence

BookBy does not replace Wheelhouse. It adds listing pace, owner context, complete-stay geometry, and accountability.

Selected marketUSED
68 datesfresh clearance evidence

Sized the move and challenged hopeful raises

High asks beside plentiful supply were not treated as achieved demand. Listing overbooking still required a throttle; market evidence determined how far.

Airbnb funnelUSED
1,072 viewsstrong visibility, softer conversion

Rejected a visibility diagnosis

The listing was being seen and saved. That made another blanket discount a weak first answer.

GeometryUSED
1,134 pathssellable stay combinations

Kept every action bookable

Prices were evaluated as stays guests can buy. Separate controls prevent arrivals and departures that would strand one night.

02 · Competitive telescope

More listings do not make a better comp.
Better questions do.

BookBy asks which stay mission matters, which listings are actually substitutes, whether supply is tightening, and whether this listing was eligible for the same demand.

12,960exact-date market observations in the daily feed
24 / 24paid research-panel listings matched through the official API
8,256member-by-date Calendar cells in the first complete baseline

One-bedroom substitutes matter more close in. Two-bedroom and higher-capacity stays matter more farther out. Greg evaluates both instead of imposing one static comp identity.

01
LIVE INPUT1 stay

Complete stay

The August 3 to 5 opening, its three prices, timing pressure, and next checkpoint.

02
LIVE INPUT365

Listing-specific clocks

One expected booking curve for every future date, built from six usable seasons.

03
LIVE INPUT24

Maintained research panel

Sixteen stable listings preserve continuity while eight scouts challenge the membership.

04
CHALLENGE LAYER3,972

Qualified substitutes

One- and two-bedroom alternatives that could plausibly serve different guest missions.

05
CHALLENGE LAYER10,956

Screened market

The broad discovery universe that tests assumptions without pretending every listing is an equal comp.

What the market data actually does

Listing pace determines whether the board needs upward or downward pressure. Wheelhouse and the selected market then size and localize that response. A high asking price with no clearing evidence is not proof that this listing can charge it.

The first full 24-listing baseline is real. Daily comparisons will infer when a listing changes from available to unavailable, but BookBy labels that as inferred booking evidence because a host block can look the same. The last observed ask is never called the guest's paid price.

The announced Wheelhouse API endpoint for individual member calendars is still pending. Until it arrives, the signed-in daily Calendar capture is an explicit operational duty, not a hidden unsupported API claim.

03 · Symmetric control

Behind means recover.
Ahead means charge more.

Greg is not rewarded for making changes or filling dates early. He is responsible for keeping each future slice on the right revenue path.

AHEAD OF CURVEaccepted pace is fastremaining inventory is scarceraise to slow the next booking
ONE LIVE RUN+$113net open-board exposure
BEHIND CURVED-14 path still opencomplete stay surviveslower only the useful path

Why not lower all of August?

Only one complete stay had the timing pressure and the evidence for an immediate move. A blanket drop would repeat the old panic loop.

Why raise without a market surge?

Accepted bookings on this listing already exceeded its date-specific curve. Market data sizes the response; it does not get to erase the strongest evidence.

Why not declare the $113 earned?

The dates are still open. The scoreboard waits for a later accepted booking before it records a realized comparison.

Why keep checking tomorrow?

A new booking, cancellation, comp movement, event signal, or change in geometry can move the correct target for another date.

COMPLETE-STAY CHECK
$128 + $129 + $121

one pressured three-night path

$124 + $124 + $121

Two nights changed and the third was already at target. The entire sellable stay was checked before either write was allowed.

04 · Production receipt

A decision is not complete
until the channel agrees.

The operator sent one preflighted batch to Wheelhouse, then checked each price from Wheelhouse and Guesty. A partial stay or mismatched channel price would have failed the run.

  1. 01
    REFRESH365 dates and every evidence source rebuilt

    Fresh calendar, listing pace, market, funnel, geometry, and owner constraints.

    READY
  2. 02
    PACENear-term behind; two farther slices ahead

    The controller required both recovery and throttling in the same run.

    PASS
  3. 03
    WRITE17 prices moved as one preflighted batch

    2 near-term lowers and 15 long-lead raises.

    PASS
  4. 04
    WHEELHOUSE CHECKEvery intended target present

    The system that accepted the write was reread before moving on.

    VERIFIED
  5. 05
    GUESTY CHECK17 of 17 channel prices matched

    The receipt closed only after the independent channel readback.

    VERIFIED

What this proves

BookBy is not a prompt that asks for a better price. It is a listing-specific operating system that detects pressure, makes coherent changes, and measures what happened next.