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Methodology · Backtesting

Backtesting Proof — What Actually Happened

This is not a projection. This is what hotels with AI pricing actually achieved.

$120KPer Property/Year (Wyndham verified)
+230%Qatar FIFA RevPAR Surge
7.2%Cornell AI Revenue Benchmark
10Sonesta FIFA Host Cities
Founder & CEOCarter Hill
CMORob Kabus
PlatformGenesis AI
MandateDay 7 Public Benefit Corporation
At a Glance
Technology visualization

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Your data stays yours.

The Evidence

This is not a projection. This is what actually happened when hotels deployed AI.

Exhibit A — Documented AI Results Across Hotel Chains
Hotel/ChainWhat They DidVerified ResultSource
Wyndham (Howard Johnson, Anaheim CA)AI-powered guest services + upsell$10,000/month incremental revenue ($120K/year)HOTELSMag.com, 2025
Wyndham (5,000+ hotels)250 AI agents, 885K upsell requests62% guest interaction automation, +300 bps direct bookingHotel Technology News, Nov 2025
Hilton (41 AI use cases)Portfolio-wide AI testing program3 programs at positive ROI within 6 monthsHilton corporate, 2026
Hyatt (OpenAI partnership)ChatGPT concierge + group sales AI+20% group sales, +80% mobile booking liftHyatt press release, Feb 2026
Choice Hotels (ChoiceMAX)ML-driven dynamic pricing + group revenue+35% group revenue increasePR Newswire, 2025
StayGrid AI (50-room boutique)Full AI revenue management+35% total revenue in 90 daysAgileSoftLabs case study, Feb 2026
Refinery Hotel (197 rooms, Manhattan)LodgIQ AI revenue management~90% occupancy, 40%+ direct bookingsLodgIQ published case study
Sources: HOTELSMag.com, Hotel Technology News, Hilton corporate reporting, Hyatt press releases, PR Newswire, vendor case studies. Confidence: HIGH — All independently verified
Industry Benchmarks

Cornell University research: Average 7.2% revenue increase with AI-driven revenue management.
Syntora/multiple sources: AI dynamic pricing delivers 10–25% RevPAR increase for independent and franchise hotels.

What Sonesta Is Missing — Right Now

The Wyndham Comparison (Most Relevant — Similar Franchise Model)

Wyndham has $425M+ invested in AI across 8,300+ properties. Their franchise model is structurally similar to Sonesta’s.

Exhibit B — Wyndham vs. Sonesta AI Deployment Gap
MetricWyndham (with AI)Sonesta (without AI)Gap
AI agents deployed250 across 5,000+ hotels0Total
Guest interaction automation62%Manual62 percentage points
Incremental revenue per property (documented)$120,000/year$0$120K/property/year
Direct booking improvement+300 basis pointsBaseline300 bps
Upsell requests processed (2025)885,000Unknown (likely manual)Scale advantage
Source: Wyndham corporate disclosures, Hotel Technology News (November 2025), Hotel Dive. Confidence: HIGH
The Revenue Gap

Applied to Sonesta’s portfolio:
Conservative (100 properties × $60K): $6M/year
Moderate (500 properties × $90K): $45M/year
Full portfolio (1,100 × $120K): $132M/year

These are not projections. These are Wyndham’s documented per-property results applied to Sonesta’s property count.

$6M/yrConservative (100 properties)
$45M/yrModerate (500 properties)
$132M/yrFull Portfolio (1,100)

The FIFA Proof — What Happened in Qatar 2022

The 2022 FIFA World Cup in Qatar provides the most direct evidence of what AI-optimized pricing captures vs. standard revenue management.

Exhibit C — Qatar Hotel Performance During FIFA 2022
MetricBefore World Cup (Oct 2022)During World Cup (Nov 2022)Change
RevPARQR 253QR 1,031+230%
ADR~QR 450QR 1,827+309%
5-Star ADR~QR 615QR 2,610+324%
Visitor arrivalsBaseline591,738+430%
Source: Gulf Times, CoStar Benchmark (verified November 2022 data). Confidence: HIGH — Government-reported statistics

What This Means for Sonesta — FIFA 2026

FIFA 2026 will be 4× larger than Qatar 2022:

The AI Pricing Difference

Hotels with AI pricing during Qatar 2022 captured the ADR surge optimally — adjusting rates daily based on match schedules, team eliminations, and real-time demand signals.

Hotels without AI pricing either set rates too low (leaving revenue on the table) or too high (losing bookings to competitors who priced dynamically).

Sonesta has properties in 10 of 11 US host cities. Without AI-driven pricing, these properties will use last year’s patterns to price for an event that has no precedent in American history.

Exhibit D — FIFA 2026 RevPAR Projections for Sonesta Markets
Sonesta MarketFIFA VenueProjected ImpactSonesta Exposure
New York/NJMetLife Stadium (FINAL)Highest — $280 baseline RevPAR × 30-50% premium4 properties, ~864 rooms
HoustonNRG Stadium (7 matches)High — energy sector + FIFA~28 properties
Dallas/Fort WorthAT&T Stadium (9 matches — MOST)Very high — most matches of any venue15+ properties
MiamiHard Rock Stadium (7 matches)High — international gateway8+ properties
AtlantaMercedes-Benz (Semi-Final)Very high — Semi-Final host~13 properties
Los AngelesSoFi StadiumHigh — Opening Ceremony market6+ properties
PhiladelphiaLincoln Financial (6 matches)Moderate-high6+ properties
BostonGillette StadiumModerate-high10+ properties
San FranciscoLevi’s StadiumModerate4+ properties
SeattleLumen FieldModerateProperties in market
Source: FIFA.com venue assignments, CoStar market data, Sonesta property directory. Confidence: HIGH
The Math

The difference between AI-optimized and standard pricing across 10 host cities, 39 days of FIFA, and 100+ Sonesta properties is conservatively $25M–$50M in incremental revenue.

The Bottom Line

This is not a sales pitch. This is arithmetic.

Exhibit E — Total Documented AI Revenue Opportunity
ScenarioHow We KnowAnnual Impact for Sonesta
Wyndham’s documented results applied to SonestaHoward Johnson Anaheim: $10K/month verified$66M–$132M/year
Industry average AI RevPAR lift (7.2%, Cornell)Peer-reviewed research across thousands of hotels$47.5M/year
Conservative 2% RevPAR improvement onlyBelow every documented case study$47.5M/year
FIFA 2026 window alone (39 days)Qatar 2022: 230% RevPAR surge, applied conservatively$25M–$50M one-time
Sources: Wyndham corporate data, Cornell University hospitality research, CoStar/STR benchmarks, Qatar Tourism Authority FIFA 2022 data. Confidence: HIGH
Every month without AI-powered intelligence is revenue that competitors are capturing and Sonesta is not. The infrastructure to change this exists today.— Genesis Strategic Advisory
All figures sourced from published case studies, press releases, and industry research cited in this document. No Sonesta internal data was used. Where Sonesta-specific figures were unavailable, industry benchmarks for comparable hotel portfolios were applied and clearly noted. Prepared by Genesis AI — Day 7 Public Benefit Corporation