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income_proxy=upper_middle is a Trillboards segtax=600 audience attribute observed on the network's CV pipeline. A cloud model reads it from camera frames of the people in front of the screen, alongside the record the screen keeps for each person. Buyers can target this attribute value via OpenRTB 2.6 with segtax=600 segment codes in the Trillboards programmatic DOOH inventory.

Trillboards · segtax=600 · Income Proxy - Tier

Upper Middle

Income Proxy - Tier

Observations (30 d)
21,460
Registered on our network
29,000+ screens

Upper Middle is a value of the Income Proxy - Tier attribute in the Trillboards segtax=600 namespace, a signal layer for audience characteristics that IAB Audience Taxonomy 1.1 has no code for. Aggregate income-tier proxy derived from attire, accessories, and venue context. Not a hard income claim. Over the last 30 days the network emitted 21,460 observations carrying this value across the 29,000+ screens registered on our own network.

Buyers reach segtax=600 attributes one of two ways. A DSP that supports the namespace reads it straight off the bid request; the catalogue ships in the open-source @trillboards/iab-taxonomy npm package, so adding it is one dependency. A DSP that does not support the namespace can target the IAB AT 1.1 cohort layer Trillboards emits in parallel on the same observation.

Trillboards inventory concentrates in Taxi Rideshare Tv, Convenience Store, Retail Other. Taxi Rideshare Tv is the largest category at 14,760 approved screens, average floor $2.88 CPM. Those are network-wide venue counts; add a venue filter to the line item to hold delivery to the surfaces you want.

The IAB taxonomy is rich on demographics and broad interests and carries nothing for cohort composition, intent stage, or attire-driven income proxies. Trillboards produces those from the scene itself: on-device person detection and gaze tracking feed the edge layer, and a reasoning model lays structured cohort tags over the result. Income Proxy - Tier is one of the headline classes in that catalogue. Counts on this page are at the screen-window grain.

Buy this audience

This page is the signal reference. What you buy is a curated package: 99 audiences across 46 US markets, $4.00–$24.00 CPM, each one behind a live private marketplace deal. The catalogue runs to 110 audiences in 76 metros, priced and recomputed nightly. Browse the curated audience catalogue, or check the creative specs first.

Largest venue categories on the network

Other Income Proxy - Tier values

Related Trillboards data

Pages linked by what the network observes together: the audiences seen in a venue or city, and the hardware its screens run on.

Part of the Trillboards segtax=600 audience attribute catalog. For IAB Audience Taxonomy 1.1 cohorts, see the IAB segment index.

Data freshness: 30-day rolling window through .

Frequently asked questions

What is the Trillboards income_proxy = upper_middle audience signal?
income_proxy=upper_middle is a Trillboards segtax=600 audience attribute, classified from camera frames of the audience in front of each screen. The signal rides the OpenRTB bid request with the screen's IP address, location and live audience measurements, and buyers target it at the screen level.
How does Trillboards measure income_proxy?
income_proxy is measured on every sensing Trillboards screen. The screen keeps a record for each person its camera detects, and a cloud model reads selected camera frames to classify the in-front-of-screen audience into segtax=600 attribute classes including income_proxy. Trillboards keeps those frames for 400 days.
Can advertisers target income_proxy=upper_middle programmatically?
Yes, income_proxy=upper_middle is targetable via OpenRTB 2.6 bid request user.segment with segtax=600. The Trillboards SSP includes the active attribute values for the requesting screen. Demand-side platforms with segtax=600 support can build deals and targeting rules around this signal. The full attribute catalog is published at /data/audiences/attributes/.