Layer 5 · Marketing Channels
Marketing isn’t a department that lives apart from the data. Each channel — website, SEO, GEO, paid, social — is its own mini-app, owned by an agent, attributing every signal back to the account graph. Cross-channel, because they all read and write the same brain.
The channel stack
The site is a living surface the system updates — with classic SEO (keywords, structure, position tracking, backlink monitoring) as a standing discipline.
Generative-engine optimization (LLMO) — AI-citation tracking so we show up inside AI answers, not just blue links. We run it on ourselves first.
A budget-gated channel with its own optimizer agent — live only when budget and ad-account access justify it.
A content command center plans, drafts, and schedules across every channel in brand voice, on a real weekly cadence — then publishes through one hub.
Outbound at scale — LinkedIn + email sequences — tracked against the same accounts and opportunities as everything else.
The founder’s personal LinkedIn — a steady cadence of thought leadership — is a primary top-of-funnel, feeding the same graph.
Attribution on the shared graph
Because every channel writes to the same graph, signal and engagement resolve to channel attribution: which channel actually sourced an account, cost-per-acquisition by channel, content-cadence adherence, SEO position, GEO share-of-voice, paid ROAS. The dividend of a shared brain is that marketing and sales stop arguing about whose lead it was.
The proof
A prospect should be able to look at our site, our content cadence, the landing page we built them, and the follow-up we sent — and conclude the machine is real. The strongest marketing asset is the OS running visibly on itself.