001 · AI visibility platform
GeoCompanion.ai
GeoCompanion helps brands understand how AI engines interpret, summarize, and cite their site, then turns those gaps into concrete fixes.
Florus applies recursive self-improvement to go-to-market — with products for AI visibility, growth momentum, and a self-improving RSI Agent.
The goal is simple: make it easier to pick the workflow you need and start using it right away.
GeoCompanion is for AI visibility. Launchvibes is for growth momentum. The RSI Agent learns from both and gets better every cycle.
Operating model
01.A
[RUN] auditUse AI visibility workflows to see where your brand is missing from answers, citations, and category-level discovery.
02.B
[DRAFT] campaignMove from diagnosis into platform-native content systems that can create distribution, proof, and iteration.
03.C
[BUILD] agentAdd strategic support or a custom build when the team needs more than the standard product workflows.
All three offers are organized around the action you want to take next.
001 · AI visibility platform
GeoCompanion helps brands understand how AI engines interpret, summarize, and cite their site, then turns those gaps into concrete fixes.
002 · Creator growth engine
Launchvibes turns a founder profile, creator account, or brand page into hooks, campaigns, and execution systems tailored to platform-native distribution.
003 · Self-improving GTM agent
A self-improving agent team for GTM. It runs campaigns, learns from results, and keeps what works — with you approving every change.