GILD verdict
Buy Notion AI if your company already works in Notion.
Set the plan and a credit limit before Custom Agents and premium models spread, because metered use is where the bill grows.
Notion AI
Team Workspace by Notion
+5 MixedFit and limits
Who it fits
- Your documents and projects already live in Notion, so Notion Agent and Enterprise Search answer from pages the team maintains.
- Your other knowledge sits in apps Notion connects to: Slack, Google Drive, Microsoft Teams, SharePoint and OneDrive, GitHub, Gmail, Outlook, or Linear.
- You want meeting notes in the same pages as the decisions, recorded from the desktop app without a bot joining the call.
- Operations or IT teams have recurring requests, such as Slack Q&A or ticket routing, that Custom Agents can handle at a few cents per run.
Where it falls short
- AI comes only with Business and Enterprise, with no per-user add-on, so a company on Plus upgrades every member.
- Confluence is not on the Notion AI Connectors list, and connected apps are indexed from one year before setup.
- Each member's Standard and Select credits reset monthly and never roll over or pool, so heavier use waits for the reset or spends Notion credits. Existing workspaces leave the six-hour allowance for this system on November 2, 2026.
- Zero data retention on most models, SCIM, audit logs, and automatic transcript deletion require Enterprise; on Business, providers keep data 30 days or fewer.
- Notion says speaker labels work best in virtual one-on-one calls on the desktop app. They may be unreliable in group calls, on a shared microphone, in the browser, or on mobile, and labeling is English only.
Implementation reality
Decide the plan before the pilot
Business costs US$20 per member per month billed yearly, or US$24 billed monthly, and includes Notion Agent, AI Meeting Notes, Enterprise Search, and Research Mode. Enterprise adds zero data retention on most models, SCIM, audit logs, and DLP and SIEM connections at custom pricing.
Connect what people search
A workspace owner with admin rights in each app sets up Notion AI Connectors. Initial sync takes up to 36 hours. New content appears within about 3 hours. Results follow source permissions at query time.
Put limits on credits
A Custom Agent spends its owner's Select credits by default, even when the team shares it, unless an admin funds it from the workspace's Notion credits. Premium models and work past the monthly credits spend Notion credits, and Workers use none while in beta. Set a per-member credit limit. Enable premium models only for named uses, and size credits from one or two billing cycles of actual runs. Notion estimates a daily brief agent at US$0.10 to US$0.30 a run, and shared workspace agents pause when credits run out until an admin adds more.
Keep the source pages current
Stale pages produce stale answers because Notion AI cites workspace content. Verify the pages teams rely on and archive outdated ones. Restrict each agent to the pages and channels its job needs.
What to measure in your pilot
- GILD found no neutral test against Glean; run 40 questions across Slack, Drive, Jira, and GitHub in Notion and a Glean trial, and let a 10-point gap in cited correct answers decide.
- Log credits per Custom Agent for one full billing cycle, multiply by planned runs as Notion's guide advises, and retire any agent whose monthly cost exceeds the time it saves.
- Check speaker labels on the first 12 Zoom, Teams, or room meetings; if more than 2 misattribute a decision, keep those meetings on a tool that names speakers.
Sources
- Official documentation
- 18
- Public source
- 1
- Notion pricing
- Notion AI product page
- Notion Help Center: What is Notion AI? FAQs
- Notion Help Center: Get started with Notion Agent
- Notion Help Center: Manage your usage allowance for Notion AI
- Notion Help Center: Standard, Select & Notion credits: eligible features
- Notion blog: Agents, rebuilt to do more for less (Akshay Kothari, Oct 19, 2026)
- Notion Help Center: Manage AI models & member credit spend
- Notion Help Center: What are Notion credits?
- Notion Help Center: Understand pricing for Custom Agents
- Notion Help Center: Custom Agents
- Notion Help Center: Take AI meeting notes in Notion
- Notion Help Center: Enterprise Search in Notion
- Notion Help Center: Notion AI Connectors overview
- Notion Help Center: Notion AI security & privacy practices
- Notion Help Center: Enterprise Search security & privacy practices
- Notion releases: 2.51, AI Meeting Notes, Enterprise Search & more (May 13, 2025)
- Notion releases: 3.3, Custom Agents (Feb 24, 2026)
- Falconer on Hugging Face: Enterprise AI benchmarks, Falconer, Notion, Atlassian Rovo, Claude Code, and Codex compared (Jun 18, 2026)