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Streaming Audio
Mid-Size Audio Publisher

How an Audio Publisher Recovered 38% of Lost Yield

38%
Yield Gap Recovered
$39K
Monthly Revenue Lift
4
Hidden Cohorts Found
1.8–4.2x
Premium CPM Multiplier

The Challenge

A mid-size streaming audio publisher was monetizing through a single exchange with flat floor prices set based on historical averages. They suspected their inventory was undervalued but had no way to prove it — and no tools to fix it.

Their sell-side team was small: two people managing floor prices across all inventory, setting rates once a quarter based on gut feel and basic reporting. Meanwhile, the buy side had sophisticated bidding algorithms that identified the publisher's most valuable audience segments and bid just enough to win without overpaying.

What Soko Discovered

Within the first week of integration, Soko revealed the scope of the opportunity:

Yield Gap Analysis showed that the publisher's inventory was underpriced by an estimated 38% versus market potential. The gap was concentrated in specific audience segments and time slots that the flat floor pricing couldn't address.

Audience Discovery identified four hidden cohorts with significant CPM premium potential:

  • Finance Decision-Makers — 4.2x CPM premium potential
  • Auto-Intenders — 3.8x CPM premium potential
  • Tech Early Adopters — 2.1x CPM premium potential
  • Lifestyle Engaged — 1.8x CPM premium potential

The publisher had no idea these segments existed in their audience. They had been selling all impressions at the same flat rate.

Demand Intelligence identified advertisers in financial services, automotive, and consumer electronics who were consistently bidding on the publisher's inventory through open auction — and would likely pay significantly more in a private marketplace deal.

The Solution

Soko implemented three changes:

  1. Dynamic Floor Pricing — replaced flat floors with market-responsive pricing per cohort, content type, geography, and time slot. Floors adjusted in near real-time based on market conditions.

  2. Identity Enrichment — resolved listener identities and enriched with household data, then packaged the four premium cohorts as targetable segments for buyers.

  3. Automated Deal Creation — Soko created PMP deals targeting the identified high-value advertisers, mapped to the publisher's exchange for immediate activation.

Results

Within 30 days:

  • $39K in additional monthly revenue from deal pipeline and dynamic pricing combined
  • 38% yield gap recovery across identity-enriched inventory
  • 4 premium audience segments now actively monetized at 1.8–4.2x base CPMs
  • Zero disruption to existing workflow — Soko sat alongside the publisher's existing stack

The publisher kept their exchange. They kept their ad server. Soko simply made their existing stack smarter.