Knovik Marketing Products
Three products out of Knovik’s marketing practice, and three different relationships to each: one I own end to end, one I use the way any practitioner would, and one I helped shape as the person who defined what it needed to do.
Ownership
Answee
T2 2026 revival
Answee is squarely inside my own AEO expertise — not a product I endorse from the outside, but one I'm directly responsible for. It's built around the same thesis as the AEO Guide on this site: content earns AI citations through structure, not keyword volume, and that structure can be built into a product rather than left to manual audits alone.
Answee is currently in a T2 2026 revival — the product is being rebuilt on that thesis, not launched from scratch. More detail lands here as the revival progresses.
Practitioner
Letalk
Early Access
“I talk to my data before making marketing decisions.”
Letalk is Knovik's frontier AI product for small business owners and data-driven decision makers — edge LLM data analysis, currently in Early Access. My relationship to it is genuine use, not the build.
In practice, that means querying campaign and search performance data directly instead of building a new dashboard for every question — which decisions get made, and how fast, changes when the answer is a conversation instead of a report.
Requirements owner
Knovik Marketing Platform / MCP
Live, dual-interface
This is a dual-interface agentic system built on one shared FastAPI backend: a SaaS UI (the Knovik Marketing Platform) and an AI chat-based interface (the Knovik Marketing MCP) over the same underlying data and workflows.
My role was requirements owner — guiding what the system needed to do for a working marketing team, not the technical architecture itself. A concrete example: the platform handles drafting and publishing blog content and running keyword research, tasks that used to sit across three or four separate tools.
Described at a high level only — no implementation detail, credentials, or security architecture.
Explore what Team Knovik is building
These three are Knovik’s marketing-adjacent lineup. The wider team builds across other pillars too — AI & Automation, Web & Mobile Development, and HR products like EdgeTal and HireSignal.