Features
AI marketing agent
The useful distinction between an assistant and an agent appears after the draft. An agent has a job state, a permitted action, a destination, and a way to tell whether the work moved the company forward.
What AI marketing agent should do
The agent should notice missing buyer coverage, weak AI-search visibility, relevant media opportunities, silent leads, and useful social material without waiting for a marketer to specify every task. It should make its reasoning inspectable and return uncertain or high-risk decisions to a person.
A practical workflow
- Build operating context from the domain and workspace rules.
- Create a prioritized action from a specific gap or signal.
- Generate the asset with the source opportunity visible.
- Request approval or act within the channel policy.
- Monitor the destination for publication, reply, placement, or citation evidence.
Where the automation needs a boundary
An agent should never invent customer proof, competitor facts, or performance data. It should stop automated follow-up on reply, respect suppressions and send limits, and hold novel or reputation-sensitive actions for review.
How to evaluate the software
| Check | A useful standard |
|---|---|
| State | Each job has a clear proposed, approved, running, shipped, or failed state. |
| Reasoning | The user can see the gap or signal behind the action. |
| Permissions | Rules differ by channel and action type. |
| Recovery | Failed actions can be inspected and safely retried. |
What to measure
Judge the agent by completed useful work and downstream evidence. Useful operational measures include cycle time, approval rate, failure rate, replies requiring a person, pages published, and work that later earns traffic or citations.
Frequently asked questions
- How is an AI marketing agent different from a chatbot?
- A chatbot responds to a request. A marketing agent can maintain a queue, choose a bounded next action, use connected channels, and preserve an audit record under rules you control.
- Can the work require approval?
- Yes. Haystack keeps consequential publishing and sending actions behind the approval or autonomy rule chosen for that job.
- Which channels can Haystack act through?
- Haystack can publish approved pages to Webflow, send approved outreach and nurture through Gmail, and publish approved LinkedIn posts.