Real ChatGPT answer · index seedfed40eRvIFgcompleteB2B software · project managementcomparison

Weighing the pros and cons of using open source alternatives like OpenProject versus commercial giants like Jira for a small dev team, and I need to know if the setup time kills any velocity gains.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Weighing the pros and cons of using open source alternatives like OpenProject versus commercial giants like Jira for a small dev team, and I need to know if the setup time kills any velocity gains.
3 real searches · 1 real-search pass
OpenProject Community Edition features self-hosting Docker installation official documentation 2026Google ↗
OBSERVEDOther / navigational
Jira Software pricing free standard official 2026 small teamsGoogle ↗
OBSERVEDOther / navigational
OpenProject vs Jira small software team setup maintenance comparisonGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
OpenProject Community Edition features self-hosting Docker installation official documentation 2026 Google ↗
Jira Software pricing free standard official 2026 small teams Google ↗
OpenProject vs Jira small software team setup maintenance comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenProject Community Edition features self-hosting Docker installation official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Jira Software pricing free standard official 2026 small teams
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenProject vs Jira small software team setup maintenance comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1