PENMAN
PENMAN
Resources

Learn AEO. Ship faster. Stay cited.

Guides, walkthroughs and reference docs — from the PENMAN blog and the in-app help center.

From the blog

Latest articles & field notes

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The PENMAN loop

Resources that map to your workflow.

Every guide is designed to support a step in the loop: measure visibility, compare sources, generate changes and publish safely.

  • Understand selection signals (why AI prefers other sources).
  • Turn insights into a simple shipping plan (not a never-ending backlog).
  • Keep execution safe with draft-first publishing, diffs and rollback.
Want the shortest path?

Read a guide, then run your first visibility loop.

Learn what AI selects, measure your source visibility and publish draft-first improvements with diffs and rollback. Publishing is always explicit.