SURGE$120.4MVillage Halloween ParadeOct 31|NY, NYSURGE$96.0MNew Year's Eve Times SquareDec 31|NY, NYSURGE$13.0MColdplay 2026 TourOct 29-Nov 1|Los Angeles, CASURGE$26.1MWest Hollywood Halloween CarnavalOct 31|Los Angeles, CASURGE$28.6M2026 US Grand Prix- AustinOct 25|Austin, TXSURGE$76.2MLA Auto ShowNov 20|Los Angeles, CASURGE$21.0M2026 Las Vegas Grand Prix - Day 1Nov 19|Las Vegas, NVSURGE$17.8MHoliday markets & winter villages Nov 23-29|NY, NYSURGE$35.4MNew Year's Eve National Mall DCDec 31|Washington, DCSURGE$83.7MTCS New York City Marathon Nov 1|NY, NY
Case Studies

Real events. Measured impact.

Deep dives into how GhostCom Analytics forecasts event- and weather-driven demand, and what the numbers showed when the forecasts met reality.

Case Study · SurgeCast™

The 2026 US Open

Our forecast of the spending surge around the tournament, later cited in Fortune and Yahoo Finance.

$369.7M

projected incremental consumer spending around the 2026 US Open, across hotels, dining, apparel, restaurants and nightlife.

1.18M attendees, +2.9% YoY$74.4M apparel + merch

It’s like having a sold-out MetLife game, day after day.

Michael McNamaraCEO, GhostCom Analytics

FORTUNE

“The U.S. Open turned exclusivity into a half-billion-dollar business.” Cites GhostCom Analytics’ $369.7M incremental-spend estimate.

Yahoo Finance

Syndicated the Fortune feature with no paywall, broadening reach to a national business and investor audience.

Retail Brew

“Fashion retailers are capitalizing on the US Open’s impact.” Michael McNamara quoted by name.

Case Study · ESP

Hurricane Isaias

Isaias made landfall late Friday, October 9, 2026, as a Category 2 hurricane near Navarre, Florida, then tracked north through Alabama. Using our Eagle Vision hurricane model, the Impact Recap estimated the storm’s effect on retail, restaurant and hotel sales in the 161 counties in its reach, home to 10.4 million people, from October 1 to 24.

When a storm takes Saturday, it takes the day that pays for the week.

Michael McNamaraCEO, GhostCom Analytics
$1.34Bin Southeast sales disrupted
−$517Mnet sales loss across the impact area
−$144Mon Saturday, October 10, the costliest day
−$240Min Mobile-Pensacola, nearly half the net loss

Net sales impact by sector

Restaurants take the deepest cut; home improvement is the only gain.

Restaurants & bars
−$168M
Grocery
−$101M
General merchandise
−$71.5M
Home improvement
+$83.4M

Coastal evacuations add $92 million to the loss. Sales disruption counts dollars pulled forward, delayed, diverted to another geography or channel, or lost. Net sales impact is what remains after gains offset losses. Modeled estimates.

−$168M

Restaurants don’t get a stock-up day

Restaurant and bar sales fall 6.3%, the largest dollar loss of any sector. Sales at landfall were already 13% below normal the day before the storm.

−4.9%

Quick-service holds up best, except on the coast

The smallest decline of any restaurant format. In Okaloosa County, QSR sales still ran 73% below a normal Saturday.

$280M

Grocery’s stock-up can’t cover the slide

Sales ran 38% above normal on Thursday, then bottomed out 35% below normal on Sunday. Even with $48.9M in extra sales before landfall, grocery finishes $101M behind.

−72%

General merchandise loses its biggest day

Saturday sales in the four hardest-hit counties ran 60% to 72% below normal, on the most important in-store day of the week.

+$83.4M

Home improvement is the lone winner

Hardware and home improvement finish 8.6% above normal, on storm preparation before landfall and repairs after it.

2×

It could have been a Sally

Forward speed and rainfall predict lost sales better than wind category. With Hurricane Sally’s crawl and rain on the same track, the loss would more than double.

Plan for the next one

Hurricane season runs through November 30

The recap shows how a storm moves sales county by county, so inventory, staffing and ad spend can follow demand next time instead of chasing it. The full Isaias Impact Recap, with sector breakdowns for restaurants, QSRs, grocery and general merchandise, is available on request.

Let’s get started

Learn more about our services & get sample reports for your sector.

GHOSTCOMANALYTICSSurgeCast · Environmental Sales Potential (ESP)

Outputs are modeled forecasts provided for informational purposes only and are not investment, financial, legal or commercial advice.

© 2026 G5 Analytics, LLC. GhostCom Analytics is a proprietary product of G5 Analytics.