Real ChatGPT answer · index seedIta6EggpfWIcompleteB2B software · project managementbrand

Why are some enterprise users migrating away from Confluence and Jira towards newer documentation and project management suites like Linear?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why are some enterprise users migrating away from Confluence and Jira towards newer documentation and project management suites like Linear?
2 real searches · 1 real-search pass
enterprise companies migrating from Jira Confluence to Linear reasons 2025 2026 enterprise adoption tradeoffsGoogle ↗
OBSERVEDComparison
Linear enterprise features security compliance Atlassian Jira Confluence comparison migrationGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
enterprise companies migrating from Jira Confluence to Linear reasons 2025 2026 enterprise adoption tradeoffs Google ↗
Linear enterprise features security compliance Atlassian Jira Confluence comparison migration Google ↗
  1. Oscar Health left one of the world's most complex Jira instances · migratingto.dev
  2. From the CEOs · investors.atlassian.com
  3. Shareholder letter · investors.atlassian.com
  4. What is an Enterprise plan? · support.atlassian.com
  5. Jira · linear.app
  6. Jira import & sync · linear.app
  7. Jira to Linear migration history: what you lose · sourcex.si

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
enterprise companies migrating from Jira Confluence to Linear reasons 2025 2026 enterprise adoption tradeoffs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Linear enterprise features security compliance Atlassian Jira Confluence comparison migration
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1