AI-native / challenger
Guru
Knowledge that shows up in the tools where work already happens.
#2 of 26
Guru vs Notion
Notion is the connected workspace many teams migrated to — now with Notion AI. Guru is verified cards, Slack/Chrome delivery, and search Afterstack lists when the wiki is not trusted, even if that wiki is Notion.
Selective compare of an AI-native product and an incumbent with real leave intent. Category fit is the published score on the neutral category profile — the same order as the category rank. The leave score is the default quiz for teams leaving Notion. A 100 would be a perfect match on that profile, not a re-indexed leader. Affiliate programs are not an input. Specialists stay outside the software rank.
AI-native / challenger
Knowledge that shows up in the tools where work already happens.
#2 of 26
Incumbent
The connected workspace everyone migrated to — now with Notion AI.
#4 of 26
This quiz is for teams leaving Notion, so Notion is not scored on it.
Pricing, packaging, and feature flags already in the Afterstack briefing. A certification the catalog does not flag stays off this table.
| Catalog | Guru | Notion |
|---|---|---|
| Pricing band | Under $20 | Free plan |
| Catalog price | From $10/user/mo | Free plan |
| Free plan | No | Yes |
| Free trial | Yes | Yes |
| Pricing model | Per seat | Per seat |
| AI-native label | AI-native | Incumbent with AI features |
| Team sizes | 2–10 · 11–50 · 51–200 | Solo · 2–10 · 11–50 · 51–200 |
| Founded | 2013 | 2013 |
| HQ | Philadelphia, USA | San Francisco, USA |
| Flag | Guru | Notion |
|---|---|---|
| Email sync | Yes | Yes |
| AI assistant | Yes | Yes |
| Workflow automation | Yes | Yes |
| Open API | Yes | Yes |
| Reporting | Yes | Yes |
| Marketplace | Yes | Yes |
| Mobile app | Yes | Yes |
| SSO | Yes | Yes |
| SOC 2 | Yes | Yes |
Notion is both a Confluence alternative and, for many teams, the new incumbent. This page is the leave-from-Notion job, not Glean vs Confluence again. Guru grounds answers in verified knowledge rather than every stale page. Afterstack will not pretend Guru is a databases-and-docs workspace.
Notion AI sits on pages and databases (editorial AI-native 7/10, incumbent). Guru is 8/10 and not an incumbent — delivery in the tools where work already happens is the product. If you still need Notion as the system of record for docs, you may keep it and add Guru. If the leave reason is ‘nobody trusts what we filed,’ this is the pair.
Pick Guru when verified knowledge in Slack and the browser is the buy. Pick Notion when pages, databases, and a connected workspace are still the operating system.
AI knowledge crop, per-user plans in catalog, verified cards. Not your only CMS.
Free personal on-ramp, databases, familiar workspace. Weaker if Notion AI is answering from pages nobody maintains.
Plan Notion → Guru in the Migration Agent. High complexity can escalate to specialists without those firms entering a software rank.
MigrateCatalog attributes on a 1–10 scale, drawn here as a 100-point bar. These are editorial attributes, separate from the quiz scores above. Affiliates are ignored.
AI-native
Ease of use
Speed to live
Reporting
Customization
Value
Email integration
Mobile
Data migration
Support quality
Relationship intelligence
Outbound
Pick Guru when verified knowledge in Slack and the browser is the buy. Pick Notion when pages, databases, and a connected workspace are still the operating system.
Notion AI sits on pages and databases (editorial AI-native 7/10, incumbent). Guru is 8/10 and not an incumbent — delivery in the tools where work already happens is the product. If you still need Notion as the system of record for docs, you may keep it and add Guru. If the leave reason is ‘nobody trusts what we filed,’ this is the pair.
Guru: From $10/user/mo (Under $20). Notion: Free plan (Free plan). Catalog starting points, not invoices. Affiliates never change a rank.
Open the Migration Agent for a from→to plan. Specialists escalate only when complexity is high, and they never enter a software rank.
No. This is a selective leave-intent compare, not an N×N matrix and not a paid placement. Take the Knowledge quiz if you need hard filters.
Trust: How we rank · data provenance · disclosure