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Your retention marketing channel is already funded and returning 35% less per subscriber than it did in 2018. The biggest ROI opportunity isn’t moving money from ads to email. It’s activating the 95% of email volume where personalization is completely idle.
Ecommerce CAC is rising fast. Here’s why reallocating marketing budget to email is the move that compounds.
Paid-ad ROAS is falling and attribution is eroding. Email is already a performance marketing channel — here’s the math that proves it.
The $36 ROI stat can’t fail, which is why it tells your CEO nothing. Benchmark data from 6.2 billion opens of Smart Banners defines what good retail email ROI looks like: 13.6% click-to-conversion against a 2.5% batch baseline, and a 15x revenue spread inside a single trigger.
Paid ROAS fell to 2.87 while acquisition costs keep climbing. Here is the CEO math for moving one point of ad budget into your store email program, and the 12-week holdout test that proves the reallocation worked.
Most email A/B testing is underpowered noise: at a 2.5% conversion baseline, a valid test needs tens of thousands of recipients per variant. Here is why campaign-scope testing broke, and the channel-level holdout design that finance actually trusts.
RCS rich cards converted 60 to 70 percent higher than MMS on identical creative. Here is the cost-per-conversion math a CMO should run, and how Smart Banners let one tested image carry RCS, MMS, and email alike.
New York now fines undisclosed AI-generated models in advertising, with liability on the brand rather than the platform. The exemptions, not the penalties, show retail leaders exactly where generative AI belongs in the imagery workflow.
Google reportedly terminated 50,000 ad network accounts over mass-produced AI slop. The lesson for retail brands is architectural: gate AI-generated assets behind QA and human approval, then render the final customer-facing image deterministically.
The sample-size math shows most retail email A/B testing cannot detect the lifts it claims to find. Here is the ROI case for replacing it with a channel-level longitudinal holdout that resolves in about four weeks.
Meta is wiring Muse Image into Advantage+ ad variants by default. Where AI image generation belongs in a retail image pipeline, and the one place it never should: the final customer-facing render.
Average ecommerce ROAS fell to 2.87 in 2025 and the median sits at 2.04. Here is why a written 10x guarantee can exist on email Smart Banners and never on paid ads, and what that asymmetry tells a CEO about the next marketing dollar.



