Your best customers
are hiding in plain sight.
We find them—and build the creative, media, and retention strategy around them.
For retail and e-commerce companies generating $15M–$100M+
Partners
























Work
What Brands Are Saying
"Partnering with DAS was a game-changer for us. They helped us successfully launch key initiatives like our Costco.com campaign and multiple new product lines. Their strategy and data-driven approach ensured every channel was seamless and impactful."
The old model is breaking.
CMOs don't need more executors. They need transformation partners. Those who help them evolve, stress-test strategies, see blind spots, and push beyond the obvious. Our job is to show you which customers are actually driving business growth—and build everything around them through five integrated pillars.
Intelligence
We see what's hiding in your customer data. Value concentration, behavioral patterns, predictive signals. Decades of data science and proprietary AI workflows find what traditional analysis overlooks.
Identified a 12% high-value cohort driving 41% of revenue — previously invisible in standard reporting.
Creative
Informed by insight, not intuition. Campaigns that resonate because they're built for who actually purchases.
2.3x ROAS improvement on Meta after rebuilding creative around actual purchaser profiles.
Media
Efficient, precise, and targeted. When you know who your best customers are, you stop paying to find the wrong ones.
34% CAC reduction by reallocating spend toward segments with proven repeat purchase behavior.
Retention
Differential treatment at scale. Your best customers get recognized and retained. At-risk customers get caught before they leave.
19% lift in repeat purchase rate through differential treatment of at-risk vs. high-value customers.
AI Orchestration
Proprietary AI workflows synchronize intelligence, creative, media, and retention into a single operating rhythm. Every signal informs every decision, in real time.
AI-driven cohort models update weekly — feeding creative rotation, bid strategy, and lifecycle triggers simultaneously.
How It Compounds
Audience analysis drives the brief.
The brief drives media targeting.
Media-acquired customers feed into retention.
Retention data updates the intelligence.
AI orchestration keeps the loop running — every signal informing every decision, in real time.
The audience development and customer intelligence partner for retail and e-commerce companies generating $15M–$100M. We find the customers who drive the most value, build everything around them, and then find more of them.
A note from our founder→→Frequently Asked Questions
Audience development means building your customer base as a compounding business asset. Most brands optimize for acquisition and hope retention sorts itself out. We invert that: define who the right customer actually is (margin, repeat behavior, payback window), build the lifecycle engine that retains them intentionally, then loop those learnings back into acquisition so you spend more on what compounds and less on what dilutes. The audience you build is either an asset or a cost center. We help you know which one you have—and what to do about it.
Probably because creative, media, and retention were optimizing in isolation—each hitting their own KPIs while margin leaked between them. A 20% lift in ROAS doesn't help if you're acquiring customers who never repeat. A channel that looks efficient in platform but fails an incrementality test is just subsidized organic. A higher open rate doesn't matter if you're emailing your least profitable segment the hardest. Most agencies execute. Fewer connect the execution to whether the business actually got more valuable. That's the gap.
Outside pattern recognition - and the time to find it. Most teams know blended CAC and platform ROAS. Fewer know CAC payback by acquisition source, or that their LTV is calculated on revenue instead of margin; a gap that makes scaling decisions look safer than they are. We do that work. Profitability by channel, by segment, by cohort. MER instead of platform ROAS. Contribution margin by layer. Then we connect it to the actual decisions: which audiences to target, which campaigns to invest in, where creative is earning its keep and where it isn't.
Yes. And in terms that hold up in a board room. If your segmentation is chasing high-activity but low-margin customers, or your creative is optimizing for engagement instead of profit per acquisition, we'll tell you before you spend the budget proving it. We'd rather have the hard conversation early than watch you defend a miss later.
A few signals: ROAS looks fine but margin keeps compressing. You're calculating LTV on revenue, not contribution margin. Email metrics are strong, but revenue per customer is flat. Your blended CAC looks healthy but new customer acquisition is underwater. You've cycled through agencies that hit their numbers but didn't move the business. Any of those.
Most engagements start with the Margin Diagnostic — a focused analysis that identifies where your operations leak contribution margin and builds a 90-day recovery roadmap. The Diagnostic is $5,000, credited in full toward a retainer if we move forward together.
Retainers start at $25,000/month and scale based on the number of pillars activated—intelligence, creative, media, retention—and scoping of immediate + long-term priorities. Results compound quarter over quarter. The average engagement lasts 4.5 years.
We work with 12–15 retainer clients per year, by design. Value comes from knowing your business deeply, and we can only know your structure, seasonal dynamics, customer behavior, and internal priorities if we're able to stay close to the work. That kind of institutional knowledge does not transfer well across a bloated roster. Most clients partner with us for 4+ years; tenure that doesn't happen if people feel lost.
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