When this Agent fits
Use it when organic discovery matters but the team cannot tell whether the next constraint is crawlability, search demand, page quality, conversion intent or AI citation readiness.
Inputs it needs
- A business goal, target market and priority audience
- Public website pages, robots.txt, sitemap and structured data
- Optional Search Console, analytics and approved keyword sources
- Publishing permissions, brand rules and measurement owner
Operating loop
01
Diagnose
Separate verified technical findings from hypotheses about demand or business impact.
02
Prioritize
Rank fixes by affected intent, evidence strength, effort, risk and dependency.
03
Prepare
Create briefs, page tasks or structured-data changes with an explicit owner and approval point.
04
Verify
Rerun the same checks after implementation and keep only supported learning.
Outputs
- Technical and citation-readiness findings
- Prioritized query and content opportunity backlog
- Page, schema or internal-linking briefs
- Monitoring and post-change verification plan
Boundaries and approvals
- It does not infer traffic, revenue or ranking impact from a public domain alone.
- It does not publish pages, change a CMS or request indexing without explicit permission.
- Third-party estimates remain labeled and never become first-party facts.
- A generated brief is a draft until the responsible owner approves it.
How the result is verified
- The cited URL and observed response remain attached to every technical claim.
- Search and analytics claims identify their source, date, market and query scope.
- A completed task requires a changed external state or a post-change readout, not an Agent checkbox.