Atlassian Rovo alternative for teams whose knowledge lives outside Atlassian too

The reason teams look for a Rovo alternative is usually one of two things. Either their knowledge is not Atlassian-shaped, meaning the answer is as likely to be in a Google Doc, a Slack thread, a Notion page or a Salesforce record as in a Confluence page, and they want a search that is neutral across all of it. Or they hit the metering: Rovo Chat and Agent requests draw on a monthly credit allowance tied to your Atlassian plan tier and seat count, with Think deeper, advanced agents and other premium features costing more, and usage above the pool billed at $0.01 per credit from December 3, 2026, which makes heavy assistant use something you have to budget and ration.

InSearch is neutral by design. It searches Drive, Slack, Notion, Confluence, Gmail, Jira and Salesforce as equals in one query, and returns a written answer with inline citations, scoped to what each person can already open. Your Atlassian content is included, it just is not the center of the universe, and questions come from a fixed monthly allowance per seat, with no credit pool to top up.

Rovo is strongest inside Atlassian, so the real question is what happens to answers living in Drive, Slack or Notion, which searching across all company apps addresses. If you are still working out the budget, Atlassian Rovo pricing breaks down what Rovo actually costs and how the AI credit pool rations it, and Amazon Q Business vs Atlassian Rovo compares it against the AWS option that closed to new customers in July 2026. For the wiki-specific view see the Confluence search tool, and searching Slack, Drive and Confluence at once shows the combined query. What Rovo costs once credit overage starts on December 3, 2026, set against a Glean contract, is worked through in Atlassian Rovo vs Glean pricing.