Prompt
What should I use to search internal docs, chats, and tickets?
Latest observation
Oct 13, 2026
OpenAI APIWeb search: off
If you want to search internal docs, chats, and tickets, the best tool depends on what you need:
Good options
- Glean — best if you want one search across Google Docs, Slack, Jira, Confluence, Notion, etc.
- Microsoft Search / Copilot — best if your company is already deep in Microsoft 365.
- Elastic / OpenSearch — best if you need a customizable internal enterprise search stack.
- Algolia — good for fast search, but usually more for product/content search than internal knowledge across many systems.
- Atlassian Rovo / Jira + Confluence search — best if most knowledge lives in Atlassian tools.
- Slack search — useful for chats only, but not enough as a unified search layer.
If you want the simplest answer
Use Glean if your goal is:
- one place to search across tools
- natural-language queries
- permissions-aware results
- quick rollout without building your own search system
If you’re building this yourself
A common stack is:
- document/chat/ticket connectors
- indexing pipeline
- search engine like OpenSearch or Elasticsearch
- optional vector search for semantic lookup
- access controls to respect document permissions
If you want, I can recommend the best tool based on your environment:
- Google Workspace vs Microsoft 365
- Slack vs Teams
- Jira vs Linear vs Zendesk
- build vs buy