How TRRS Cuts Hotel No-Shows & Damage by 83% (Predictive AI Modeling)

How TRRS Protects Your Revenue

Real-world benchmarks + predictive AI modeling show TRRS can reduce preventable losses by 83%
— turning risk into protected revenue, automatically.

$142,250 protected per 1,000 bookings
at just 1.5% – 3% of booking value

Real Industry Benchmarks (2023–2024)

MetricValueSource
Average Daily Rate (ADR)$155STR Global 2023–2024 U.S. average
No-Show Rate20%GlobalData / Little Hotelier 2023–2024
Damage Incident Rate4%AAHOA 2023 Property-Damage Report
Avg. Damage Cost per Incident$3,500IBM / Choice Hotels claims

Revenue Impact – Predictive AI Modeling (1,000 Bookings)

ScenarioNo-ShowsDamage IncidentsLost RevenueRevenue Protected
Without TRRS20040$171,000$0
With TRRS506$28,750$142,250
Reduction75%85%83%
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Annual Protection Example (300-Room Hotel)

Annual BookingsRevenue ProtectedTRRS Cost (2% avg)Net Gain
36,500$5,183,000$113,150$5,069,850
Up to $16.9 million net annual gain
across a 1,000-room portfolio

Predictive AI modeling using Monte-Carlo simulation and exponential moving averages.
Real-world mitigation efficacy calibrated to Airbnb (2023 Trust Report) and Booking.com risk systems.
Actual results may vary — pilot data will replace predictive modeling in Q1 2026.

Traveler’s Karma | U.S. Provisional Patent 63/897,859 | Veteran-Owned | November 2025

How TRRS Protects Your Revenue

Real-world data + predictive AI modeling = 83% reduction in preventable losses

$142,250 protected per 1,000 bookings
at just 1.5% – 3% of booking value

Industry Benchmarks (2023–2024)

Key Benchmarks
Average Daily Rate$155
No-Show Rate20%
Damage Rate4%
Avg. Damage Cost$3,500

Revenue Impact (1,000 Bookings)

Without vs With TRRS
Lost Without TRRS$171,000
Lost With TRRS$28,750
Revenue Protected$142,250
Overall Reduction83%

Predictive AI modeling using Monte-Carlo simulation and exponential moving averages.
Real-world mitigation efficacy calibrated to Airbnb (2023 Trust Report) and Booking.com risk systems.
Actual results may vary — pilot data will replace predictive modeling in Q1 2026.

Traveler’s Karma | U.S. Provisional Patent 63/897,859 | Veteran-Owned | November 2025

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