What It Reads
What ZenSearch indexes from Confluence.
Pages & Spaces
Index every page across all Confluence spaces. ZenSearch preserves page hierarchy, labels, and metadata so search results include full context.
Attachment Extraction
PDFs, Word documents, spreadsheets, and images attached to Confluence pages are parsed and indexed alongside the page content they belong to.
Permission Sync
Confluence space and page permissions are synchronized automatically. Users only see search results they are authorized to access in Confluence.
Cloud & Data Center
Works with Confluence Cloud and Confluence Data Center. Authenticate via OAuth for Cloud or API token for Data Center deployments.
Incremental Sync
After the initial index, only new and modified pages are re-processed. Deleted pages are automatically removed from the search index.
Comments & Inline Content
Page comments and inline comments are indexed as part of the page context, capturing institutional knowledge that lives in discussions.
What the coworker can do in Confluence.
Beyond search, it can take action in Confluence. Every write is risk-tiered and gated behind human approval, and connected credentials are required.
Create & update pages
Draft new Confluence pages and edit existing ones, so an agent can publish a summary or update a runbook.
Comments
Add comments to a page to leave context or flag a follow-up for the team.
Setup
Up and running in three steps.
01
Connect
Authenticate your account and select the resources to index. ZenSearch handles OAuth, API keys, and enterprise SSO.
02
Index
ZenSearch parses, chunks, and vectorizes your content. Incremental sync keeps everything up to date automatically.
03
Delegate
Your coworker searches, answers, and acts across this source — with permission-aware results and governed actions.
In Practice
Questions your team can finally ask.
Once Confluence is connected, your team asks in natural language and gets cited answers — and governed action — instantly.
"What is our incident response procedure for P1 outages?"
ZenSearch finds the relevant runbook across your engineering space and returns a step-by-step answer with a link back to the Confluence page.
"When did we decide to deprecate the v1 API?"
Surfaces the ADR or meeting notes where the decision was made, including relevant comments and the date of the decision.
"What are the onboarding steps for new engineers?"
Aggregates information from your HR and engineering spaces to provide a complete onboarding checklist with links to each source page.
Related Integrations
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Connect Confluence in minutes and let your coworker read, answer, and act on it.
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