Real ChatGPT answer · index seedYi56D86sVQMcompleteB2B software · project managementcomparison

What are the hidden costs of switching our entire engineering team from legacy tools to Linear during a company wide budget crunch?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden costs of switching our entire engineering team from legacy tools to Linear during a company wide budget crunch?
2 real searches · 1 real-search pass
Linear pricing plans enterprise features integrations API migration Jira import official documentation 2026Google ↗
OBSERVEDOther / navigational
Linear Jira migration limitations data import official docs integrations API reportingGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Linear pricing plans enterprise features integrations API migration Jira import official documentation 2026 Google ↗
Linear Jira migration limitations data import official docs integrations API reporting Google ↗
  1. Jira import & sync · linear.app
  2. Jira · linear.app
  3. Migration guide · linear.app
  4. Pricing · linear.app
  5. Import Guide · linear.app

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Linear pricing plans enterprise features integrations API migration Jira import official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Linear Jira migration limitations data import official docs integrations API reporting
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1