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Comparison · Collab
Document360 vs Kagi Search
A side-by-side editorial comparison of Document360 and Kagi Search — release velocity, themes, recent moves, and the top alternatives to consider.
Document360 vs Kagi Search: at a glance
| Feature | Document360 | Kagi Search |
|---|---|---|
| Sector | Collab | Collab |
| Velocity score | 6.3 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | mcp, collaborative-editing, api-platform, knowledge-base | search-api, assistant, mobile-apps, user-control |
| Last editorial update | 4d ago | 1mo ago |
| Website | — | — |
What is Document360?
Document360 ships collaborative editing and a rebuilt API as it expands MCP control.
Document360 is shipping bi-weekly releases that systematically add enterprise documentation capabilities. The platform now has real-time collaborative editing, API v3 with OAuth 2.0 and scoped keys, and a growing MCP integration covering the full content lifecycle from draft to publish. Eddy AI is increasingly embedded throughout — from inline answers in the API reference to usage analytics that surface unanswered user queries. Article archiving and expanded operational controls round out the latest release.
What is Kagi Search?
Kagi is unbundling itself: search as an API, Assistant as an app, AI as a switch.
The dated part of this feed stops in April on housekeeping releases — reliability work, refinements, a Small Web expansion. Everything since sits in undated rows and is more substantial: the Search API went to public preview in May carrying each account's own lenses and blocklists, June started rebuilding search widgets, July added a global off-switch for AI in search, and July 30 put Kagi Assistant on iOS and Android as a standalone app.
Document360 vs Kagi Search: editorial side-by-side
Document360
6.3COLLAB
Document360 ships collaborative editing and a rebuilt API as it expands MCP control.
◆ Current state
Document360 is shipping bi-weekly releases that systematically add enterprise documentation capabilities. The platform now has real-time collaborative editing, API v3 with OAuth 2.0 and scoped keys, and a growing MCP integration covering the full content lifecycle from draft to publish. Eddy AI is increasingly embedded throughout — from inline answers in the API reference to usage analytics that surface unanswered user queries. Article archiving and expanded operational controls round out the latest release.
◆ Where it's heading
The releases form a coherent arc toward a developer-first, AI-augmented documentation platform. MCP capabilities are expanding release-by-release from read access toward full workflow automation, positioning Document360 as infrastructure for AI agents managing knowledge bases. The collaborative editing addition signals ambition beyond solo documentation tooling into team-native workflows, putting it in direct competition with Notion and Confluence. Eddy AI is being instrumented at every authoring touchpoint rather than confined to a single chat widget.
◆ Prediction
The next likely moves are deeper Eddy AI integration within the collaborative workflow — real-time suggestions mid-edit — and further MCP expansion to cover multi-language publishing and team workflow automation.
Kagi Search
0.0COLLAB
Kagi is unbundling itself: search as an API, Assistant as an app, AI as a switch.
◆ Current state
The dated part of this feed stops in April on housekeeping releases — reliability work, refinements, a Small Web expansion. Everything since sits in undated rows and is more substantial: the Search API went to public preview in May carrying each account's own lenses and blocklists, June started rebuilding search widgets, July added a global off-switch for AI in search, and July 30 put Kagi Assistant on iOS and Android as a standalone app.
◆ Where it's heading
Kagi is separating what used to be one subscription into distinct products with distinct surfaces: a search index other people can query, an assistant that lives on a phone, and a search page where the AI layer is optional. The through-line is user control — preferences that follow the API key, widgets that can be switched off individually, threads that can be exported or deleted in bulk — which is the one thing an ad-funded competitor cannot match on. Growth now depends on those surfaces rather than on convincing people to change their default search engine.
◆ Prediction
The Search API is the piece with launch details still outstanding, so expect it to leave preview with firm pricing and the beta users migrated; the mobile Assistant is described as a first step, which points to the missing platform features arriving next.
Alternatives to Document360 and Kagi Search
Other Collab products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Document360 or Kagi Search.
Teable
Teable ships connected-app event triggers for automations, deepening its no-code workflow orchestration play.
GitHub
GitHub turns Copilot into an org-wide default, adds memory to agentic security fixes.
Hive
Hive keeps iterating on proofing and dashboard UX — workmanlike improvements, no pivot.
Double
Double shifts AI economics: 93%-cheaper Standard tier and Claude Opus 5 Expert mode
SiYuan
SiYuan is adding mind map block types and calendar scheduling depth as it pushes toward 3.8.6.
See all Document360 alternatives → · See all Kagi Search alternatives →
Recent activity from Document360 and Kagi Search
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoDocument360Document360 12.9.2: Article archiving, MCP expansion, private link controls
- 18d agoDocument360Document360 12.9.1: Eddy AI analytics gains unanswered-query tracking
- 25d agoDocument360Document360 12.8.5: Redesigned navigation and unified project menu
- 1mo agoDocument360Document360 adds real-time collaborative editing ⚡
- 1mo agoDocument360Document360 12.8.3: Publish dialog gets AI suggestions and pre-publish checks
- 1mo agoDocument360Document360 12.8.2: API v3 with OAuth 2.0 and scoped API keys
- 5mo agoKagi Search- Tuning the Orchestra #
- 6mo agoKagi Search- Small Web Expansion and Translate goes viral # ⚡
- 7mo agoKagi Search- Smoothing the edges #
- 7mo agoKagi Search- Kagi Translate on Android & iOS: translate anything, anywhere # ⚡
- 8mo agoKagi Search- Assistant reliability upgrades and Search refinements #
- 8mo agoKagi Search- New Year tune-up: smoother everything! #
Frequently asked questions
What is the difference between Document360 and Kagi Search?
They serve adjacent needs but don't currently overlap on shipped themes. Document360 is currently shipping more aggressively (velocity 6.3 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Document360 better than Kagi Search?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Document360 is currently shipping more aggressively (velocity 6.3 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
What are the best alternatives to Document360?
Top Document360 alternatives in Collab are ranked by recent ship velocity. Browse the "Document360 alternatives" section above for the current picks, or visit /alternatives/document360 for the full list with editorial commentary on each.
What are the best alternatives to Kagi Search?
Top Kagi Search alternatives in Collab are ranked by recent ship velocity. Browse the "Kagi Search alternatives" section above for the current picks, or visit /alternatives/kagi for the full list with editorial commentary on each.