Working case · An independent coastal inn in New England · Live reservation data
Most bookings came direct. Few could be reached again.
We ran the opening diagnostic of the method, step 01 and the first part of step 02, on a working inn’s live reservation system: 4,656 bookings that were live between July and September 2026. The usual scoreboard looks healthy. The guest-equity lens asks a different question: how many of these relationships can the inn recognize, reach and grow?
Ethan Hawkes & Robert J. Kwortnik, Ph.D. · First published · Reviewed
In brief
- The question
- How many of a working inn’s 4,656 live bookings are relationships it can recognize, reach and grow?
- The answer
- Few. 57.5% booked direct, but only 16.5% can be marketed to, 98% of travel-agency bookings arrive behind a relay address, and none of 551 agency guests has rebooked. The asset is being rented, not built.
- What to do
- Ask for consent at every touch, turn masked guests into known ones at the desk, and recognize returning guests before they arrive. Cheap, operational, and measurable within a season.
2,677 of 4,656 live bookings came through the inn’s own website (1,482) or phone (1,195).
766 bookings carry marketing consent. Among direct bookings it is 24.4%.
875 of 891 online-travel-agency bookings arrive with a masked email; none carries consent.
of 551 who stayed this summer hold a booking for 2027. Direct guests: 18 of 1,501. An early signal from a twelve-week window.
What the scoreboard says
Direct share is high, the median booking is made 32 days ahead, and 1,245 bookings already sit on the books for 2027. Groups account for 718 bookings (15.4%). On the quarterly view, nothing is wrong.
What guest equity says
The inn owns only a thin layer of relationships it can act on. Five in six bookings cannot be marketed to, one in five arrives behind an address that will not match next year, and not one travel-agency guest from this summer has come back yet. The asset is being rented, not built.
The first levers, in order of cost.
- Ask at every touch.
Consent in the booking path, at check-in and at checkout. Direct bookers already opt in one time in four; the question is how often they are asked.
- Turn masked guests into known ones.
A travel-agency guest standing at the desk is the cheapest direct relationship the inn will ever acquire. Capture a real address and a reason to book direct next time.
- Recognize returning guests before they arrive.
A daily arrivals briefing that flags who has stayed before, and who booked the same week again, turns loyalty value into a visible moment.
Not claimed here
A dollar value for the gap. That needs guest-level contribution from folios (step 03 of the method) and is prepared for the owner, not published. The property is not named, and no guest-level data appears on this page.
Read-only feed from the property-management system. Booking records created or changed 8 July–28 September 2026: 4,780 records, 4,656 not cancelled. Median booking lead time 32 days.
“Direct” = website and phone channels. “Identifiable guests” excludes group and online-travel-agency bookings. Consent = the guest’s marketing-email flag. “Rebooked” = a guest who stayed 8 July–28 September, matched on a real email or else name and phone, holds a non-group booking for 2027.
Guest identity was hashed for de-duplication and never stored or published. The method is H&K’s own and is described, not peer reviewed.
Measured · aggregate counts onlyThe opening diagnostic needs a read-only feed and about a week. It tells you how much of your guest portfolio you can recognize, reach and grow before anyone talks about dollars.
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Sources · Every numbered claim on this page
Cornell affiliation is for identification only- [1]Hawkes & Kwortnik analysis of an independent New England coastal inn’s property-management system, read-only feed. Booking records created or changed 8 July–28 September 2026: 4,780 records, 4,656 not cancelled. Counts computed 29 September 2026. “Direct” = website and phone channels; “identifiable guests” excludes group and online-travel-agency bookings; consent = the guest’s marketing-email flag; “rebooked” = a guest who stayed 8 July–28 September (matched on a real email, else name and phone) holds a non-group booking for 2027. Guest identity was hashed for de-duplication and never stored or published.