| Written help articles |
Strong fit for structured written documentation. |
Can generate visual steps that support articles. |
Works alongside articles and supporting docs. |
| Product demos and walkthroughs |
Often needs screenshots, videos, or SME interviews. |
Good for clean step capture. |
Strong fit for demos, feature explainers, product education, and searchable source moments. |
| Training sessions, webinars, meetings |
Usually becomes a summary or follow-up article. |
Usually not built for long-form recorded knowledge. |
Strong fit for publishing, organizing, asking, and reusing recorded expertise. |
| Ask across videos and documents |
Usually article search first. |
Usually guide-level search. |
VideoGPT lets users ask across videos and documents, get grounded answers, and jump to the exact moment. |
| Content roadmap |
Often depends on tickets, writer backlog, or page feedback. |
Often depends on manually selected workflows. |
Repeated questions, weak answers, and missing topics show what to create next. |