How to value a beauty DOOH network

Valuing a beauty DOOH network goes wrong the moment you anchor on the wrong base. “Per screen” multiples reward installing hardware; the value is in sold inventory and a growing demand engine. This guide sets out the metrics that actually drive value, the ones that mislead, and how to think about a multiple for a young media network.

Value the demand, not the hardware

The single most important valuation principle: the base is sold inventory, not installed screens. A “per screen” multiple — common in OOH because billboards are scarce, fixed assets — breaks for an in-venue DOOH network, where screens are cheap, replicable capital and the scarce thing is demand. A thousand installed screens with thin fill is worth a fraction of two hundred well-sold ones. So value should anchor on live-and-sold screens × net yield, with installed count as context, not the multiple base. This is the same lesson as the unit economics: underwrite the fill, value the demand.

The metrics that drive value

A defensible valuation is built on a short list of metrics that capture the demand engine (framework; see network economics at scale):

Fill rate and its trend. The swing factor. Current fill sets today’s revenue; the trend sets the trajectory — a network whose fill is rising is worth far more than a static one. (Why fill dominates: the no-bid reality.)
Net revenue per sold screen. Realised effective CPM net of the ad-tech haircut and venue share, on sold slots — the true unit of value, built from actual transactions, not a market CPM.
Demand growth vs screen growth. Is sold demand compounding faster than installed screens? If yes, the network is monetising its tailwinds; if no, it’s accumulating cost. This ratio is the heart of the trajectory.
Venue lock-in. The number, quality, exclusivity and renewal profile of signed venues — the hardest-to-replicate moat, and a real component of enterprise value.

Quality of revenue matters

Not all revenue is worth the same multiple — the quality of demand matters as much as the quantity:

Recurring/contracted demand — direct relationships and PMP/deal-ID commitments — is sticky, predictable and higher-margin. It deserves a premium multiple.
Spot/open-exchange fill is volatile, lower-margin and lower-control — worth less per dollar of revenue.

So a network with the same total revenue but a higher share of recurring, contracted, direct/PMP demand is more valuable. In diligence, decompose revenue by deal type and recurrence, not just the top line.

How to think about the multiple

A young beauty DOOH network rarely values cleanly on a current EBITDA multiple, because the economics are about trajectory:

Pre-scale / building demand — value on the trajectory: is fill rising, is sold demand compounding, is the venue base locking up? This is closer to a growth-media valuation than an infrastructure one.
At scale, demand mature — once fixed-cost leverage is real and demand is established, conventional revenue/EBITDA multiples for a media network apply, adjusted for revenue quality and growth.

The key judgement is where on the curve the network is — a network with strong trajectory but thin current EBITDA can be worth more than a larger one with stalled demand. Value the curve, not just the current snapshot.

The valuation traps

Three errors recur, all of which inflate value:

Per-installed-screen multiples. Rewards buying hardware, not selling inventory. The base should be sold screens and net yield.
Gross-CPM-based revenue. CPM is gross; building a valuation on gross revenue overstates what the network actually nets.
A borrowed beauty CPM. There is no audited beauty CPM; any model using one is built on a fabricated input. Use realised, network-specific effective CPMs only.

A valuation that avoids these three and anchors on live-and-sold screens, net yield, demand trajectory and revenue quality is one that values the right thing.

The takeaway

Value a beauty DOOH network on its demand, not its hardware: live-and-sold screens × net yield, with fill-rate trend, demand-vs-screen growth, venue lock-in and revenue quality as the drivers. A young network is valued on trajectory — is sold demand compounding? — more than on a current multiple; a mature one on conventional media-network multiples adjusted for growth and revenue quality. Avoid per-installed-screen multiples, gross-CPM revenue and any borrowed beauty CPM. The network worth the most isn’t the one with the most screens — it’s the one selling the most of them, on the best terms, fastest.