Turn every analysis result into the next marketing action
AI Marketer detects changes in AI search, recommends the next improvement task with a priority, and after a person approves it, runs it through Content Agent and Channel Agent. Analytics measures the result again.
One opportunity, from detection to the next check
AI Marketer reads what Analytics reports, turns each change into one recommended action, waits for your approval, publishes it through Channel Agent and measures again. The cycle never runs without a person: nothing is published until someone approves it.
One opportunity, followed from detection to measurement. A sample run for a fictional brand; names and figures are demo data.
Watches for change
New question demand, a lost citation, a competitor that starts to appear, a fact that went out of date. AI Marketer notices, so you do not have to check.
Recommends the next action
Each change becomes one concrete action with a reason and a priority: create a guide, refresh a page, add an FAQ, correct a source.
Waits for your approval
Drafts are prepared in Content Agent from verified facts. Nothing is published until a person approves it.
Measures again
After publishing, AI Marketer schedules the next check and Analytics reads the result. That result starts the next round.
A queue of marketing actions, ranked and ready
Every change AI Marketer detects becomes an action with a trigger, a reason, a priority and a status: a missing question, a page to refresh, an outdated claim, a competitor move. The queue is the plan; you decide what runs.
Ranked by expected effect
Priority comes from the opportunity score in Prompt Demand and from what Analytics reports: a lost citation on a high-intent question moves to the top.
One status for every action
Queued, drafting, awaiting approval, published, measuring. Anyone on the team can see where each action stands and what is waiting on them.
| # | Opportunity | Trigger | Recommended action | Priority | Status |
|---|
Nothing publishes without a person
Each draft arrives with its readiness score and the verified facts it used. Approve it, edit it, or send it back with a note.
A person approves every action
An approval step is part of every run. AI Marketer prepares; your team decides.
Only verified facts
Specifications, prices and claims come from Brand Knowledge in Brand Intelligence. A draft that needs a fact Brand Knowledge does not have asks for it instead of guessing.
Best Cordless Vacuum for Pet Hair: 2026 Buying Guide
lumihome.com/guides/best-cordless-vacuum-for-pet-hair
Short answer: for pet hair, look at the brush first. An anti-tangle brush and a sealed filter matter more than peak suction numbers.
- Compared: brush type, filter, runtime and weight across the three most-asked models
- Specifications verified against Brand Intelligence this week
Why the brush matters
Long hair wraps around a standard roller within a few passes. An anti-tangle brush cuts it as it spins, so the vacuum keeps its suction through the whole session.
Start with how much hair your home sheds in a day. Then check the brush and the filter.
What the data shows
Figures in this guide come from the manufacturers’ published specifications and are linked at the end of each section.
Publish, wait, measure, and start again
Approval is not the end. AI Marketer follows the action through distribution and measurement, and brings back what it learned.
Distribution through Channel Agent
The approved piece goes out as website, blog, social and newsletter versions, each one logged with its date.
Measured again in Analytics
After the scheduled wait, Analytics re-checks the question on every platform and compares the answer with the day the action was logged.
AI Marketer turns every change in AI Search into the next marketing action
What AI Marketer watches, and what it proposes
Four kinds of change on the left. Four kinds of action on the right. Hover a signal to see where it leads.
Frequently asked questions
What is AI Marketer?
AI Marketer is the improvement stage of flowgen. It reads what Analytics reports, turns each change into a recommended action with a priority, waits for approval, and runs the action through Content Agent and Channel Agent.
Is AI Marketer an AI agent or a workflow builder?
No. AI Marketer is not a chatbot and there is no canvas to build. It is a fixed improvement cycle with a ranked action queue and approval steps built in.
Does AI Marketer publish on its own?
No. Every action waits for approval. AI Marketer prepares the draft in Content Agent and the channel versions for Channel Agent; your team decides.
How often does the cycle run?
How often questions are re-checked and how many actions are prepared depends on your plan and settings.
Connect every GEO action to a measurable result
Find the opportunities. Create the content. Publish it. Measure the change. Improve again.