Use case Agencies AEO / GEO delivery
Sell a deliverable clients can approve.
PENMAN turns AI visibility into a clean agency workflow: run AI Visibility, compare against AI-selected sources, generate recommendations, and ship changes as WordPress drafts with diffs and rollback.
No guarantees: PENMAN does not promise citations or stable inclusion. It provides measurable signals and controlled execution with explicit publishing.
Why agencies win with PENMAN
The hard part isn’t “ideas.” It’s proof, prioritization, and approvals. PENMAN is designed to make AEO/GEO delivery repeatable.
Visibility runs create a shared baseline—so you don’t spend meetings debating “AI said…” anecdotes.
Compare to AI-selected sources and translate gaps into a clear task list clients understand.
Draft-first publishing with diffs and rollback makes client approvals faster and safer.
Sell “AI visibility sprints” with a consistent output format and a repeatable monthly rhythm.
Link Sets and HTML Templates help keep output structured and reviewable across accounts.
AI Personas can keep a consistent “client brand voice” across content and EEAT campaigns—without changing strategy decisions.
Delivery flow Sprint-ready
AEO/GEO delivery clients can understand
The agency advantage is clarity. PENMAN packages the work into a loop that’s easy to communicate and easy to approve.
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1Run AI Visibility on priority pages
Establish a baseline source set and normalize results into easy tiers (high / medium / low).
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2Compare against AI-selected sources
Identify why other sources are selected and convert it into explainable recommendations for the client.
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3Generate draft-ready updates
Create content improvements and internal linking updates as drafts—structured and reviewable.
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4Review diffs → approve → publish explicitly
Clients see exactly what changed. You publish only after explicit approval. Roll back if needed.
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5Re-run to measure movement
Repeat the loop monthly to sustain momentum and keep visibility improvements measurable.
Offer “AI Visibility Sprints”: baseline + comparison + draft batch + approval + re-run next cycle.
HTML Templates (format contract), Link Sets (approved references), and AI Personas (voice layer).
Fewer status calls. Faster approvals.
Agencies win when the client sees progress clearly. Draft-first changes and diffs reduce back-and-forth and protect production sites.
- Review only what changed (diffs), not entire pages.
- Roll back quickly when a change isn’t worth keeping.
- Standardize deliverables across accounts with the same workflow loop.
Start with 1–2 pilot clients. Choose 10–30 priority pages. Run AI Visibility, compare sources, ship a draft batch, and re-run next cycle. Sell it as a recurring service with a clear monthly rhythm.
Reminder: PENMAN does not guarantee citations, rankings, or Discover placement—only measurable signals and controlled execution.
Make AI visibility your next retained service.
Deliver a repeatable loop: visibility runs → comparisons → recommendations → draft-first WordPress execution with diffs and rollback. Publishing is always explicit.