San Francisco posted the largest rise in office lunch ordering among the 100 largest US cities, according to DoorDash’s State of Local Commerce 2026 report, published on 10 November. The share of weekday lunch orders delivered to commercial addresses in the city rose 29.5% between September 2025 and September 2026, against an all-city average of 1.2%. That is about 25 times the average, by our arithmetic.
DoorDash’s release says the share of orders delivered to offices in San Francisco is “up nearly 30% from last year, the largest increase among the 100 cities”. Our count of the city file on the report’s data site finds the office share rose in 61 of the 100 cities and fell in the other 39.
Business Pill · Percentiles
A short explainer on percentiles and why an average can hide the spread. It teaches the general idea only and does not discuss DoorDash’s data.
The key insight: As we read it, the office lunch is coming back unevenly: San Francisco’s 29.5% rise in the office share of DoorDash weekday lunches is about 25 times the 1.2% all-city average by our arithmetic, while the median city moved 0.9% and 39 of the 100 cities moved the other way.
The report’s methodology says: “We examined weekday lunch orders ordered to commercial locations versus residential addresses (ZIP-code level, within the top 100 cities). We then calculate the change in the share of orders to commercial addresses year over year”. The 29.5% is therefore a change in a share of DoorDash lunch orders, not a count of orders or of office workers.
The report’s own reading is that “Some cities are bringing downtowns back”, and it adds: “The comeback is often concentrated in big coastal job centers, but new smaller Sun Belt and Mountain West metros are emerging hot spots”.
Change in the share of weekday lunch orders delivered to commercial addresses, September 2025 to September 2026, for DoorDash’s 100 largest US cities; dot area shows the size of the change. Data: DoorDash State of Local Commerce 2026. The 25x multiple is our arithmetic.
The Ranking
Behind San Francisco come Laredo, Texas, at 21.6%, Fremont, California, at 18.4%, New York at 13.6%, Jersey City at 12.9% and Boston at 10.8%. Nashville (8.4%), San Diego (7.5%), Chandler, Arizona (6.6%) and Austin (5.9%) complete the report’s top ten.
At the other end, the office share fell 16.6% in Port St. Lucie, Florida, 9.9% in Richmond, Virginia, and 9.7% in Norfolk, Virginia. The report’s key takeaway says “Office orders are up year-over-year in a majority of the 100 largest cities, not only in major metropolitan areas but also smaller cities like Laredo, TX and Chandler, AZ”.
The 100 largest US cities split by the direction of change in the share of weekday lunch orders to commercial addresses, September 2025 to September 2026. Data: DoorDash State of Local Commerce 2026; the counts are ours.
Our Numbers
San Francisco’s 29.5% divided by the 1.2% all-city average gives about 25 times, by our arithmetic. The median city in the file rose 0.9%, so a handful of large gains at the top pull the average above the typical city.
Detroit sits near the bottom, with its office share down 8.8% in the site’s data. The same city tops DoorDash’s Agentic Messaging Index for AI-assisted ordering at 178, as we reported on 10 November; the site’s data puts San Francisco at 119 on that index, where 100 is the average.
The Structural Read
As we read the city file, the gains cluster in a few large job centres and a few smaller cities, which is the report’s own description: big coastal job centers plus newer Sun Belt and Mountain West hot spots such as Laredo and Chandler.
As we read the method, the measure tells a restaurant near an office district where weekday lunch demand is moving, because it splits the same lunch orders between commercial and residential addresses rather than counting office visits.
DoorDash, State of Local Commerce 2026 report
“Some cities are bringing downtowns back.”
Three Implications
FOR RESTAURANTS NEAR OFFICES The report shows the office share of weekday lunch orders up in 61 of the 100 cities by our count, led by San Francisco at 29.5%.
FOR CITIES WHERE IT FELL Port St. Lucie (-16.6%), Richmond (-9.9%) and Norfolk (-9.7%) show the largest falls in the office share in the report’s ranking.
FOR READING THE NUMBER DoorDash gives a change in a share of its own lunch orders, not office attendance; the report and release give no order counts behind it.
The framework reads: “The transformer is a commodity now; what changes between paradigms is where intelligence accumulates and who can capture it.”
As we read it, DoorDash’s office-lunch measure is a by-product of its order flow: the address of every weekday lunch, classified at ZIP-code level, becomes a signal about where cities work that the company can publish. The framework predates the report and does not discuss DoorDash.
In the report, site and release we read, DoorDash gives the change in the office share, not the share itself in either year or the number of lunch orders behind it. The measure covers DoorDash weekday lunch orders only and classifies addresses at ZIP-code level, so it tracks where those lunches went, not office attendance as such. We did not contact DoorDash.
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DoorDash’s own order data puts San Francisco’s office lunch share up 29.5% in a year, about 25 times the 1.2% all-city average by our arithmetic, with the office share rising in 61 of the 100 largest cities and falling in 39.
A note on sourcing. We read DoorDash’s State of Local Commerce 2026 report (PDF) in full, its newsroom release of 10 November and the report’s data site, including the return-to-office city file the site loads. The 25x multiple, the 61-of-100 count and the median are our arithmetic from that file. The Agentic Messaging Index figures come from the same site; our earlier piece on that index is linked. We did not contact DoorDash.
Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
