Real ChatGPT answer · index seedc0vRn4EDwB0completeB2B software · project managementcomparison

Are there any free open source alternatives to Confluence that handle documentation well for a household of two busy developers

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any free open source alternatives to Confluence that handle documentation well for a household of two busy developers
4 real searches · 1 real-search pass
best open source self hosted Confluence alternatives documentation wiki BookStack Wiki.js Outline features license 2026Google ↗
OBSERVEDComparison
BookStack official documentation features requirements license self hostedGoogle ↗
OBSERVEDOther / navigational
Wiki.js official documentation features authentication storage markdown editor licenseGoogle ↗
OBSERVEDOther / navigational
Outline wiki open source self hosted license SSO requirements officialGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (4)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
best open source self hosted Confluence alternatives documentation wiki BookStack Wiki.js Outline features license 2026 Google ↗
BookStack official documentation features requirements license self hosted Google ↗
Wiki.js official documentation features authentication storage markdown editor license Google ↗
Outline wiki open source self hosted license SSO requirements official Google ↗
  1. Website · docmost.com
  2. GitHub · github.com
  3. Website · bookstackapp.com
  4. GitHub · github.com
  5. Website · js.wiki
  6. GitHub · github.com
  7. Website · dokuwiki.org
  8. GitHub · github.com
  9. Self-Hosted Alternatives to Confluence · appsgit.com
  10. Open source alternatives to Confluence · opensourcepicks.com
  11. Open source Confluence alternatives you can self-host (2026) · tablewide.com
  12. Best Open-Source Confluence Alternatives (2026) · openreplace.com
  13. Best Open Source Alternatives to Confluence in 2026 — OSSAlt Guides · ossalt.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best open source self hosted Confluence alternatives documentation wiki BookStack Wiki.js Outline features license 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
BookStack official documentation features requirements license self hosted
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Wiki.js official documentation features authentication storage markdown editor license
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Outline wiki open source self hosted license SSO requirements official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1