Where the workflow shifted
OpenAI ChatGPT work places team knowledge, tools, and collaborative tasks inside a workspace context, which makes public pages part of the task context.
SaaS and AI tool pages should help readers and agents understand the product object, permissions, possible actions, team roles, and confirmation path instead of only reading marketing copy.
Tool names are not outcomes
The signal matters when it changes how a team ships, reviews, or recovers work, not when it only names another tool.
Check permissions and failure
- Add four groups to a product page: input material, allowed actions, actions that require confirmation, and the human owner
- Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production
What still needs proof
Unclear context can make an agent choose the wrong entry, fill the wrong form, or treat a non-committed feature as an available action. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.