Where the workflow shifted
When a tool can appear directly inside ChatGPT, Claude, Cursor, and other MCP-compatible agents, growth shifts from website visits toward workflow placement.
This matters beyond creative tools because every AI product now has to ask which actions should be callable inside someone else's workflow.
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
- Define the top three actions, then specify inputs, outputs, permissions, errors, and pricing logic
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Workflow distribution can increase usage opportunities, but weak action design and unclear pricing hurt retention quickly. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.