The AI marketing agency
We run your paid media, email, and site conversion as an extension of your team—and use AI to produce pages, creative, flows, and tests at a pace no in-house team can match.
Built for DTC ecommerce brands and multi-location lead-gen businesses.
How we work with you
We operate the channels.
Senior operators run your paid media, email, creative testing, and search as an extension of your team, judged on the KPIs you set.
Ad optimization · Email marketing · Ad creatives · SEO, AIO & GEO
We build AI into your stack.
Agents and integrations that live inside the systems you already use, so the work compounds instead of adding another tool to babysit.
Landing pages · Website content · Website conversion
We hand you our tools.
The apps we built for our own clients—customer service, reporting and pixel tracking, email—ready for your team to run.
SaaS tools
Why output matters
Metrics move when something new gets tested. Most teams can ship a landing page a month and a handful of ad variations, so the numbers stall—not for lack of ideas, but for lack of hands.
We use AI to produce at a pace an in-house team can't, then keep what wins. More pages, more creative, more flows, more tests—every one of them measured.
Where AI creates leverage
Every card is tagged with how it reaches you: work we run for you, systems we build into your stack, or tools we equip your team with.
AI systems that strengthen decision-making across media buying, creative testing, audience analysis, and daily optimization.
AI-assisted campaigns, automations, and highly personalized flows that adapt messaging to real customer context.
Internal tools that turn your existing brand library into platform-ready concepts, variations, and new creative your team can ship.
Earn visibility where people search now—classic search results, AI overviews, and generative engines—with content and structure built for all three.
Design, build, test, and deploy focused conversion experiences faster—from first idea to a live learning loop.
Scale useful content and knowledge bases with AI models refined around your expertise, standards, and brand voice.
AI that continuously analyzes behavior, spots technical friction, and surfaces evidence-backed conversion opportunities.
Our own apps for the jobs that come up every week: customer service, reporting and pixel tracking, email marketing, and more—built to plug into your stack.
Case studies
Challenge. Correct unreliable attribution, establish 5:1+ ROAS, and expand beyond Meta.
Result. We fixed a duplicating purchase pixel within 24 hours, cut underperforming campaigns, and expanded into TikTok, Google, and Pinterest—finishing with ROAS 64% above plan.
Challenge. Reach 4.5x ROAS while increasing sales volume by at least 50%.
Result. Meta and TikTok testing more than doubled monthly revenue in two months, improved conversion by 34%, and ultimately pushed ROAS far beyond target.
Building the future of marketing
Businesses need experts who can implement AI inside existing processes and systems. As performance marketers, we understand both the technology and the environment it has to improve.
We help automate and scale the work that keeps brands competitive, then put real systems into your team's hands so the advantage compounds.
“We've worked with Sagum for 6 years and view them as our most important partner. They've earned our trust through thoughtful work, great communication, and caring about our business as if it's their own.”
Mandy Gleason
Founder, Replica Surfaces
Start building the advantage
Let's identify where automation, intelligence, and better systems can create measurable leverage first.
