Venue categories

DOOH advertising in upscale restaurants

Upscale restaurants on the Trillboards network deliver $6.51 average CPM, premium leisure-and-business dining audiences.

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11
Screens on the network
$6.51
Average floor CPM, USD per thousand impressions
425
Daily impressions per screen
1
US cities

Audiences you can buy here

54 curated segments run on our entertainment inventory. Each is a live private marketplace deal, addressable from your DSP today.

Shake Shack VisitorsMeasured on 3,121,086 panel-matched device sightings at 272 of our screens.12.6x$5.1245 marketsAnne Klein VisitorsMeasured on 3,421,707 panel-matched device sightings at 299 of our screens.10.8x$22.5950 marketsChipotle Mexican Grill VisitorsMeasured on 3,494,332 panel-matched device sightings at 427 of our screens.8.6x$21.8650 marketsJimmy John's VisitorsMeasured on 3,493,373 panel-matched device sightings at 219 of our screens.6.8x$21.4250 marketsFive Guys VisitorsMeasured on 3,424,603 panel-matched device sightings at 306 of our screens.6.5x$12.0750 marketsSports FansThe read is built from American Football, Auto Racing and Participant Sports. Measured on 204,022 panel observations across 1,442 camera-equipped screens.5.8x$4.9350 marketsTommy Bahama VisitorsMeasured on 3,462,795 panel-matched device sightings at 333 of our screens.5.7x$20.9450 marketsMusic ListenersThe read is built from Headphones, Alternative Music and Headphones On. Measured on 240,041 panel observations across 1,471 camera-equipped screens.5.3x$11.6050 marketsBusiness TravellersThe read is built from Business Formal, Business casual and Luggage Travel. Measured on 236,600 panel observations across 1,464 camera-equipped screens.3.8x$6.5950 marketsBed Bath & Beyond VisitorsMeasured on 3,074,246 panel-matched device sightings at 133 of our screens.3.6x$4.3050 marketsMacy's VisitorsMeasured on 3,123,717 panel-matched device sightings at 180 of our screens.3.5x$4.6239 marketsCarl's Jr. Visitors8x the fleet average in these venues. Measured on 2,656,274 panel-matched device sightings at 133 of our screens.3.2x$4.3450 markets

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What you are buying

Upscale dining DOOH reaches the premium dining audience in 60–120 minute extended-dwell sessions. The audience archetype is pair, business, and small adult-group; lifestyle, premium automotive, travel, and financial-services advertisers see exceptional measured lift here.

Who is in front of the screen
  • leisure
  • pair
  • business
  • adult
Extended, 10 minutes and up per impression
Brand-safety fitPremium dining context; lifestyle, beverage, automotive, travel, and financial-services creatives perform well; alcohol permitted in licensed adjacencies.

Where the supply is

The five US cities carrying the most upscale restaurants on the network. Counts are aggregate, no per-screen identifiers are published.

  1. 1Worcester, MA

Upscale restaurants in the DOOH ecosystem

Upscale dining DOOH commands premium rates, $6.51 USD floor CPM is among the highest on the Trillboards network. The audience archetype is exceptional: leisure pairs and business adult-groups in extended 60–120 minute dwell sessions with above-average discretionary spend. The category has a focused US presence (Worcester MA). Buyer demand concentrates in lifestyle (premium beverage, luxury automotive), travel (premium hotels, business travel cards), and financial services (wealth management, premium credit cards).


How the buy executes at upscale restaurants

Each screen runs the Trillboards kiosk app on an open OpenRTB 2.6 connection to our SSP. Roughly every 60 seconds, the device fires an ad request carrying the IAB DOOH inventory descriptor, venue category, location, screen format, plus the live audience measurements from the on-device CV pipeline.

Demand-side platforms bid in under 100 ms. The winning creative ships back, plays in the device's native VAST player, and confirms playback with a signed proof-of-play receipt. Those receipts reconcile daily against partner-reported numbers, which is the record we bill against.

We serve first-party and third-party VAST, OMID viewability where the creative declares it, and device-signed proof of play, meeting the OAAA measurement standards and the IAB DOOH 1.0 specification. Buyers on our OpenRTB endpoint target upscale restaurants through the IAB Audience Taxonomy and the Trillboards segtax=600 namespace, and receive no per-screen identifiers in the bid request.


If you own the venue

Upscale restaurants host Trillboards screens in lobby and bar positions. The screens auto-rotate creatives matched to premium-lifestyle demand and serve venue-specific seasonal-menu content when no programmatic ad fills.

What a screen earns

Where these numbers come from

Screen counts, floor CPM, daily impressions and city rankings are aggregated from the Trillboards PostgreSQL system of record (earner_screens, filtered to status = 'approved') joined to the venue taxonomy, snapshotted 2026-05-11 and rebuilt monthly. Floor CPM is the screen-level minimum; cleared CPMs typically run 20–40% higher with demand. Audience index, price and market count come from the live curated catalogue. This page publishes no per-screen, partner or device identifiers.

DOOH advertising in upscale restaurants reaches an active footprint across the Trillboards network in 1 US cities. Programmatic buyers serve creatives via OpenRTB 2.6 with an average floor CPM of $6.51 USD per thousand impressions, settled daily via signed proof-of-play receipts. The category is part of the 59-venue Trillboards programmatic DOOH inventory served to demand partners worldwide.

Frequently asked questions

What is DOOH advertising in upscale restaurants?
DOOH advertising in upscale restaurants places programmatic digital ads on screens located inside upscale restaurants venues, with creatives served via OpenRTB 2.6. Trillboards operates an active footprint in this category and meters playback through signed proof-of-play receipts reconciled daily against partner-reported impressions.
What is the average CPM for upscale restaurants DOOH inventory?
The Trillboards network reports an average floor CPM of $6.51 per thousand impressions for upscale restaurants inventory. Cleared CPMs typically run 20-40% above the floor depending on demand, audience archetype, and creative quality. Buyers can target upscale restaurants specifically through the OpenRTB bid request venue type.
What is the dwell pattern for upscale restaurants screens?
Upscale restaurants on the Trillboards network typically have a extended 8-25 minute dwell pattern per audience exposure. This pacing influences creative length recommendations and impression frequency. Buyers running broad-reach campaigns can rely on screen rotation density to build effective reach across multiple visits to the same venue.

Related Trillboards data

Cross-references computed from 30-day aggregate co-occurrence across the Trillboards network.