Marketing Agent 04 · prepare · observe · verify

Prepare the change. Keep authority with the project.

Website Agentic Optimization is a change-and-proof workflow.

It scans the owned surface, prepares a project-bound packet, observes checks for the exact commit, and verifies the live behavior. Passing CI remains human-review-required.


Authority contract

Prepare · exact commit · human review · deploy · live proof


Authority model

The agent prepares evidence. The project grants authority.

Measured on this release.

On 22 July 2026 we checked eight English routes with Astro, schema, hreflang, link, layout, design, accessibility, and ContentOS gates. We also inspected desktop and mobile output in Playwright.

  1. Confirm the owned surface. Identify the repository, branch or worktree, target route, current production state, and approved blast radius.
  2. Prepare a scoped packet. Describe the finding and proposed diff. Add tests, the visual contract, deployment path, rollback, and success anchors.
  3. Observe the exact commit. Bind build, schema, link, layout, design, and CI evidence to the commit that contains the change.
  4. Keep the human gate. Passing CI remains human-review-required; merge and deploy follow explicit project authority.
  5. Verify production behavior. Inspect the target route and its rendered contents after deployment, not only service health.

What the workflow can prove

Technical evidence, without claiming causal attribution.

Discovery

Canonical and crawl surfaces

Canonical, sitemap, robots, llms.txt, hreflang, and internal-link behavior can be inspected in built and live output.

Structure

Metadata and schema

Titles, descriptions, structured data, visible FAQ parity, and source links stay testable.

Experience

Responsive layout proof

Desktop and mobile routes are scrolled and inspected, including revealed content and interaction states.

Code

Exact-commit checks

The diff, tests, static analysis, build, and CI evidence point to the same commit.

Release

Guarded deployment

Expected anchors, forbidden regressions, backup state, and rollback stay part of the release contract.

Outcome

Live behavior observation

The agent can verify what changed on production without claiming that one technical change caused a later ranking or citation.


Honest boundary

A green check is evidence. It is not permission or causality.

A green check is not merge authority.

The agent that authored a change cannot convert its own checks into permission to merge.

The exact commit matters.

Evidence from stale code, a different worktree, or a later deployment does not prove the proposed diff.

Technical readiness is not a citation guarantee.

We can verify discoverability and implementation quality without claiming causal attribution for how an external model later answers.


Website Agentic FAQ

What gets automated—and what stays a human decision.

What is Website Agentic Optimization?

It is a project-bound website workflow that scans an owned surface, prepares a scoped change packet, observes checks for the exact commit, and verifies deployed behavior.

Does it merge or deploy changes autonomously?

No. A green check does not grant merge or deploy authority. Those decisions come from the project runbook and the operator.

What can the change packet include?

It can include schema, metadata, canonical and hreflang fixes, internal links, llms.txt and sitemap discovery, layout corrections, performance work, and content-structure repairs within the approved scope.

Why track the exact commit?

Checks from a different commit do not prove the proposed change. The receipt binds code, tests, build output, and deployment observation to the exact commit under review.

Does a technical change guarantee more AI citations?

No. The workflow can verify crawlability, structured data, discovery, links, layout, and live behavior without claiming causal attribution for later AI-engine observations.

How is a live change verified?

The agent inspects the production URL for the new behavior, required anchors, forbidden regressions, metadata, schema, links, and responsive layout. A health endpoint alone is not completion proof.


Bring one owned surface. Leave with a scoped change and proof path.

Start from a route, repository, and concrete behavior.

We will define the exact target, blast radius, checks, human gate, deploy path, and live success anchors before implementation.