Real ChatGPT answer · index seed8TKNTXwTepMcompleteB2B software · developer toolscomparison

Can you compare GitLab CI and Jenkins for someone who just finished a DevOps internship and wants to know what startups actually use

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare GitLab CI and Jenkins for someone who just finished a DevOps internship and wants to know what startups actually use
2 real searches · 1 real-search pass
GitLab CI Jenkins startup adoption CI/CD tools 2025 survey startups engineering teamsGoogle ↗
OBSERVED
2025 State of CI/CD survey Jenkins GitLab CI usage industry adoptionGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
GitLab CI Jenkins startup adoption CI/CD tools 2025 survey startups engineering teams Google ↗
2025 State of CI/CD survey Jenkins GitLab CI usage industry adoption Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitLab CI Jenkins startup adoption CI/CD tools 2025 survey startups engineering teams
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2025 State of CI/CD survey Jenkins GitLab CI usage industry adoption
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1