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AI Agents

Specialist agents for real growth work.

Semurai agents research, audit, write, plan, review and track work inside one coordinated system, with Semur keeping every specialist on the same goal.

Meet the agentsSee pricing
  • Specialists selected for the actual goal
  • Shared context across every agent handoff
  • Review-ready outputs with clear ownership
Semurai Agent mission control12 agents online

Current missionLaunch an SEO and content campaign with review and tracking

12 agents online
Specialist rosterGrowth sprint agent teamResearch, technical, content and measurement specialists84%
Agents online12all readySpecialties8specialtiesShared goal1shared goal

Research AgentDemand and cluster map in progress

Active

Competitive AgentMarket gaps qualified

Active

Content AgentBriefs prepared from approved clusters

Next
One shared project contextEvery output stays reviewable
SEO agentsResearch + auditFind demand, gaps, technical issues and ranking opportunities.
Content agentsBrief + draftTurn validated opportunities into review-ready content work.
Creative agentsCampaign supportRepurpose articles into social, email and creative tasks.
Tracking agentsMeasure nextUse ranking and performance signals to shape the next workflow.
Agent directory

Choose a specialist. Keep one operating context.

Each agent owns a focused job, while Semur keeps inputs, outputs, decisions and the original goal connected.

All systems operational
Specialist agentResearch AgentDemand intelligenceOnline

Finds what the market is actively asking for.

Discovers keywords, questions, intent patterns and topic clusters, then qualifies them for the next workflow.

Primary inputGoal + marketPrimary outputDemand clustersWorks withKeyword Research
  • Keyword discovery
  • Intent clustering
  • Question mapping
Semur keeps this agent connected to the shared mission and review path
Agent routing

Give every specialist the right part of the job.

Semur assigns agents based on the goal, keeps their context aligned and turns their outputs into a single workflow.

Agent operationsAgent task board34 tasks queued
Queued34+8 todayIn progress186 agentsIn review73 priorityCompleted42this sprint
Queued2
ResearchMap AI SEO clustersGroup demand by intent and page type
RAResearch AgentToday
TechnicalPrioritize schema fixesConnect templates to dev handoff
TATechnical AgentWed
In progress2
CompetitiveQualify market gapsCompare three non-obvious rivals
CACompetitive AgentNow
ContentBuild comparison briefUse approved cluster and source set
COContent AgentThu
Review2
ReviewApprove article draftEditor review and claim check
EDContent AgentToday
CampaignRelease launch packFour channel assets ready
PMCampaign AgentFri
Agents work separately, but Semur keeps the campaign context together.
  • Specialists selected by goal and channel
  • Shared project context across every agent
  • Outputs grouped into one reviewable action queue
Shared execution

Agents work separately. The workflow does not.

Every handoff carries the goal, sources, decisions and expected output forward to the next specialist.

01ResearchResearch Agent
Ready
02ValidateCompetitive Agent
Ready
03CreateContent Agent
Ready
04MeasureTracking Agent
Ready
Connected handoff

Demand becomes a qualified opportunity model.

Keywords, questions and intent patterns are clustered with sources and a clear recommendation.

Context carriedGoal + marketEvidence12 sourcesNext ownerStrategy Agent
Opportunity model is ready for competitive validation
Review-ready outputs

Agents produce work your team can approve.

The agent system is designed for controlled execution: research, drafts, tasks and publishing handoffs remain visible before anything ships.

  • Clear status for each agent output
  • Review summaries with source context
  • Approve, edit or reject before publishing
Agent decision queueAgent review queue7 approvals

Research readyAI SEO cluster mapResearch Agent

Now

Needs editComparison article draftContent Agent

Today

Dev handoffSchema fixesTechnical Agent

Wed

ScheduledLaunch content packCampaign Agent

Fri
Every agent output is attached to a decision, owner and next workflow.
Learning system

Let agents learn from what actually worked.

Once content ships or fixes go live, measurement agents feed ranking and performance signals back into Semur.

  • Rank movement and audit changes become context
  • Winning pages inform future briefs
  • Agents recommend the next useful action
Agent learning systemAgent feedback loopSignals synced
Signals synced126+18Wins found24+9Near-wins12foundNext actions6queued

Ranking+12 near-winsTracking Agent flags refresh targets

Detected

AuditHealth improvedTechnical Agent closes shipped issues

Closed

ContentBrief gaps foundContent Agent queues missing sections

Queued

MarketNew rival detectedCompetitive Agent updates the plan

New signal
Agent memory turns results into the next workflow, not just a report.
Specialist execution

A team of AI specialists, not a pile of disconnected prompts.

Each Semurai agent has a clear job: research the market, find SEO gaps, write content, plan campaigns, prepare reviews or measure results.

Research agents

Discover keyword demand, competitor gaps, SERP patterns and AI-search questions.

01
Technical agents

Audit crawl, indexability, schema, links and page performance with prioritized handoff.

02
Content agents

Create briefs, drafts, optimization suggestions and refresh plans for review.

03
Measurement agents

Track movement after publishing and recommend the next growth action.

04
Workflow

From one goal to specialist execution.

AI Agents work best when Semur coordinates them around a shared objective.

01Set goal

Start from a growth objective, SEO issue, content need or campaign request.

02Assign agents

Semur chooses the specialists needed for research, creation, review and tracking.

03Review outputs

Each agent returns work with context, owner, status and next action.

04Improve cycle

Performance and approval history guide the next agent workflow.

AI Agent questions

Specialists with a shared mission.

What are Semurai AI Agents?

They are specialist AI workers for research, technical SEO, content, creative planning, approvals and measurement, coordinated by Semur.

Do agents work independently?

Each agent has a focused role, but Semur keeps the goal, context and outputs connected in one workflow.

Can teams review agent work?

Yes. The page frames agent work as review-ready outputs with clear owners, approval status and source context.

Which Semurai tools do agents use?

Agents can route work through Keyword Research, SEO Audit, Competitor Analysis, SEO Editor, Content Calendar, Rank Tracker and related workflows.

Build your agent team

Give every growth workflow the right AI specialist.

Let Semur assign agents, keep context aligned and turn specialist outputs into work your team can approve.