Where the workflow shifted
Agentic web, MCP authorization, and site UX guidance together make website retrofits diagnosable, deliverable, and reviewable as a service package.
AI automation consultants should not only sell copy optimization. The stronger package includes entry-page diagnosis, task-page rewriting, form permission layers, canonical cleanup, mobile screenshots, and launch acceptance.
Tool names are not outcomes
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check permissions and failure
- Split the service proposal into diagnosis, retrofit, and verification, then name the deliverable and acceptance evidence for each step
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
A polished page without form paths, permission wording, and live acceptance evidence does not prove better task completion. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.