Boosting Programmatic Efficiency by 35% for a Major CPG Beverage Brand
How Smart Supply helped a leading beverage brand reach trend-driven urban consumers at scale — delivering eCPMs well below market rate without sacrificing delivery quality.
About the case study
A major CPG beverage brand needed to drive awareness and recall among young adults aged 18–34 — a trend-conscious audience active on TikTok and Instagram, engaged with fashion and lifestyle content, and prone to impulse snack purchases at convenience stores. The campaign ran display inventory across both awareness and recall deal IDs, targeting high-density urban areas in New Jersey and New York.
Smart Supply tackled the challenge by applying supply-side audience intelligence directly at the source — qualifying inventory and audiences before any bids were placed. Four audience dimensions guided the strategy: social media engagement, fashion and lifestyle affinity, snack purchase propensity, and geo-targeting of high-density urban environments where these behaviors converge.
The result was a meaningfully more efficient campaign that stretched the brand's budget further, reached more of the right consumers, and delivered stronger awareness and recall performance — all without compromising delivery quality.
Get Your Copy of This Case Study
Learn how Smart Supply used pre-bid supply-side intelligence to help a CPG beverage brand cut media waste, reach high-intent urban consumers, and deliver eCPMs well below market rate across both awareness and recall objectives.
$8.78 eCPM
Awareness & Reach
Up to 35% below direct-sold market rates, delivering more qualified reach at scale with less waste — all within the same budget.
$4.16 eCPM
Recall & Efficiency
Up to 29% below direct-sold rates, achieving brand-safe, high-attention, contextually aligned supply that drove stronger recall performance.
Pre-Bid Filtering Across 4 Audience Dimensions
Social media engagement, lifestyle affinity, snack purchase propensity, and urban geo-targeting — all qualified at the supply level before a single bid was placed.
What This Case Reveals About Supply-Side Strategy
Programmatic efficiency is no longer just a buying-side challenge. When intelligence is applied at the source of supply — before bids are placed — brands gain more control, less waste, and better outcomes.
SMART SUPPLY'S APPROACH FOR THIS CPG BRAND SHOWS HOW THE RIGHT TOOLS CAN:
Qualify audiences and inventory pre-bid to prioritize only impressions that meet quality and contextual thresholds.
Align cultural relevance with real purchase behavior across social, lifestyle, and snacking signals.
Reduce media waste without reducing reach — delivering eCPMs well below PMP and direct-sold benchmarks.
Prove that sell-side optimization works for CPG — making campaign success more efficient and predictable.
As supply-side decisioning becomes central to performance media, Smart Supply offers CPG advertisers a model that is measurable, transparent, and built to scale.
By qualifying inventory across four behavioral dimensions before the bid, we eliminated low-quality impressions at the source. The $8.78 eCPM on awareness and $4.16 on recall — both well below direct-sold market rates — reflect exactly what happens when optimization moves upstream to the sell side, where it has the most impact.
