Real ChatGPT answer · index seedsfnZ3xSyxxEcompleteB2B software · developer toolscomparison

comparing total cost of ownership for sonarqube versus semgrep for automated security scanning in github actions

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
comparing total cost of ownership for sonarqube versus semgrep for automated security scanning in github actions
4 real searches · 1 real-search pass
2026 SonarQube Cloud pricing plans lines of code SonarQube Server pricing officialGoogle ↗
OBSERVEDComparison
2026 Semgrep pricing plans official code security platform free tierGoogle ↗
OBSERVEDOther / navigational
SonarQube GitHub Actions official documentation CI analysis requirementsGoogle ↗
OBSERVEDOther / navigational
Semgrep GitHub Actions official documentation CI scanning rules secrets supply chainGoogle ↗
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 (4)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 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
2026 SonarQube Cloud pricing plans lines of code SonarQube Server pricing official Google ↗
2026 Semgrep pricing plans official code security platform free tier Google ↗
SonarQube GitHub Actions official documentation CI analysis requirements Google ↗
Semgrep GitHub Actions official documentation CI scanning rules secrets supply chain Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 SonarQube Cloud pricing plans lines of code SonarQube Server pricing official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 Semgrep pricing plans official code security platform free tier
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SonarQube GitHub Actions official documentation CI analysis requirements
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Semgrep GitHub Actions official documentation CI scanning rules secrets supply chain
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1