Rose Agents¶
Rose is an AI-first inbound marketing platform powered by specialized agents. Each agent is designed to automate and enhance a specific aspect of the B2B marketing and sales funnel.
Buyer's Journey¶
Rose agents work together across the buyer's journey:
flowchart LR
subgraph Attract["Attract"]
CA[Content Agent]
A2A[Agent 2 Agent]
end
subgraph Engage["Engage"]
WA[Website Agent]
end
subgraph Convert["Convert & Nurture"]
NA[Nurturing Agent]
LIA[Lead Intelligence Agent]
end
subgraph Close["Close"]
OA[Outreach Agent]
end
CA --> WA
A2A --> WA
WA --> NA
WA --> LIA
LIA --> NA
NA --> OA
WA --> OA
Platform Architecture¶
Agents are powered by two core systems: Knowledge (K) built on ixrag for content retrieval, and Intelligence (I) for lead and visitor data.
flowchart TB
subgraph Knowledge["Knowledge Sources"]
WS[Company Website]
CS[Competitor Sites]
FAQ[FAQ]
GIK[General Internet]
end
subgraph Intelligence["Intelligence Sources"]
ZP[0 Party Data]
TP[(3rd Party Data)]
CRM[(CRM)]
end
K((Knowledge<br/>ixrag))
I((Intelligence))
subgraph Agents["Agents"]
WA[Web Chat]
A2A[ChatGPT]
CA[Gen Pages]
NA[Nurturing Emails]
end
WS --> K
CS --> K
FAQ --> K
GIK --> K
ZP --> I
TP --> I
CRM --> I
K --> Agents
I --> Agents
Agent Directory¶
Active Agents¶
| Agent | Description | Status |
|---|---|---|
| Website Agent | Answers visitors questions 24/7, keeps them engaged and exploring until they are ready to convert | Active |
Beta Agents¶
| Agent | Description | Status |
|---|---|---|
| Nurturing Agent | Follows up with leads who have left their contact info via personalized AI-powered email conversations | Beta |
Coming Soon¶
| Agent | Description | Status |
|---|---|---|
| Lead Intelligence Agent | Delivers actionable insights for SDRs & AEs to close leads with better efficiency | Coming Soon |
| Outreach Agent | Reaches out to priority accounts who had a conversation on the website. Filters ICP accounts, offers relevant decision-makers, and sends personalized cold outreach (emails + LinkedIn) based on conversation history | Coming Soon |
| Content Agent | Creates strategic content for every stage of the buyer's journey to build trust | Coming Soon |
| Agent 2 Agent | Delivers accurate and up-to-date info to ChatGPT when buyers ask about your brand | Coming Soon |
Shared Infrastructure¶
All Rose agents share a common technical foundation, enabling them to be built and deployed efficiently:
| Package | Purpose | Used By |
|---|---|---|
| ixrag | Retrieval-Augmented Generation system | Website Agent, Content Agent |
| ixllm | Multi-provider LLM abstraction | All agents |
| ixmongo | Multi-tenant MongoDB storage | All agents |
| ixneo4j | Knowledge graph storage | Website Agent |
| ixdata | External data access (Supabase, Google APIs) | All agents |
| ixinfra | Core utilities, configuration, logging | All agents |
See Backend Overview for detailed package documentation.