Dstillery: Use-Cases, Insights and Reviews | 2026 Cuspera

Dstillery partnered with a major U.S. food and drug retailer to deliver a custom predictive bidding solution using its MLPipes platform. This collaboration involved creating a dedicated single-tenant... cloud infrastructure to tailor algorithms to the retailer's first-party data, optimizing bid prices for their campaigns. The platform's architecture enabled rapid deployment, highlighting Dstillery's capability to enhance customer decision-making processes.
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Sokal used Dstillery’s Predictive Bidding to improve ad campaign results. The agency wanted to reach car buyers without third-party cookies. They ran display, dynamic display, and video ads. Predicti...ve Bidding, powered by ID-free targeting, outperformed ID-based targeting. Sokal saw 59% better CPM for video, 61% better CPM for display, and 75% better CPM for dynamic display.
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Dstillery used its Multimodal AI to help a global airline brand reach budget flight shoppers and frequent travelers. The airline wanted privacy-safe targeting for prospecting. Dstillery recommended P...re-built and Custom AI audiences. The Pre-built audience achieved a 47% lower CPA than the benchmark. The Custom AI audience achieved an 83% lower CPA. The airline continued using Dstillery’s Custom AI audiences for future campaigns.
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Dstillery used Custom Search Lookalike Audiences to help a top digital media and graphic design platform reach knowledge workers and marketing professionals. The goal was to improve site traffic qual...ity and lower cost per acquisition. Dstillery achieved a 17% better CPA, with costs of $0.10 for knowledge workers and $0.14 for marketing professionals, both meeting or beating the client's CPA goal. The solution used AI-powered audience targeting and privacy-friendly, ID-free technology.
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Dstillery Custom AI helped an online ticketing website for live music and classical performances boost return on ad spend by 19 times. The brand used first-party pixel data to build a custom audience..., improving targeting for ticket buyers. Dstillery's AI outperformed the previous DMP lookalike partner, raising delivery by 75%. The client moved all LAL targeting to Dstillery after seeing these results. This case highlights the power of AI-driven audience modeling for entertainment marketing.
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Dstillery Custom AI Audiences helped a consumer goods brand boost ROAS by 58% year-over-year for wedding campaigns. The wedding campaign achieved a CPA of $137, 28% better than the $190 target. The h...oliday campaign delivered a $17 CPA, improving by 37%, and saw conversions rise 43% with a 17% ROAS increase. Dstillery used first-party data and machine learning to target new high-value customers. The AI-driven approach optimized ad spend and drove strong campaign performance.
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