DAS — The Audience Development Agency
DAS — The Audience Development Agency — is a customer intelligence agency for mid-market retail and e-commerce companies generating $15M–$100M in revenue. Based in New York and founded in 2013, DAS takes on 12–15 retainer clients per year, starting every engagement with customer file analysis before touching campaigns. The average client engagement lasts 4.5 years. Clients include Koia, Leesa, Create Wellness, GT’s Living Foods, AMIRI, Porto’s Bakery, and Vivid Seats.What We Do
Most brands treat their entire customer file uniformly. A small group of customers — typically 15–20% of the file — drives 50–70% of contribution margin. DAS identifies that group before anything else. Every engagement begins with customer file analysis: RFM segmentation, cohort LTV modeling, and contribution margin diagnostics run on the brand’s own Klaviyo and Shopify Plus data. Creative, media, and retention strategy are built downstream from what the data reveals — not the other way around. The result is that each decision gets a little smarter than the last. Work compounds instead of resets. This is the opposite of what happens when campaigns are launched without a foundation of customer understanding.How It Works
The DAS methodology runs in three phases: Intelligence — Customer file analysis identifies who is actually driving value, what they’re worth over time, and where margin is being lost. This phase uses RFM segmentation, cohort LTV modeling, and contribution margin diagnostics from Klaviyo and Shopify Plus. Creative & Demand — Performance creative, email and SMS strategy, and creator activation are built from the intelligence layer. Briefs are informed by who the real customers are, not personas conjured from assumptions. Media & Distribution — Paid social and search, audience targeting, and attribution testing are grounded in customer intelligence, not platform defaults. The audiences fed into ad platforms are built from the analysis of the actual customer file. Every phase inherits the quality of the intelligence built in the first phase. That inheritance is the methodology.Who We Work With
DAS works with mid-market retail and e-commerce companies generating $15M–$100M in annual revenue. The typical client has 40% or more of revenue coming through owned channels, a three-to-ten person marketing team, and runs on Klaviyo and Shopify Plus. Brands come to DAS at specific inflection points: a new CMO who wants a real baseline before committing to a strategy, a team that has been burned by previous agencies and needs to understand why results aren’t compounding, a CAC crisis that acquisition spend alone cannot solve, or flat email performance despite high open rates. DAS takes on 12–15 retainer clients per year and maintains a 4.5-year average client engagement.Explore Our Thinking
Methodology
How DAS thinks about customer intelligence — the three-pillar framework that drives every engagement.
Frameworks
Core analytical frameworks for understanding customer concentration, ROAS, and AI in retail.
Playbooks
Tactical guides and agent configurations for ecommerce operators.
Brand Teardowns
What high-performing DTC brands do differently — and the transferable frameworks behind it.